WO2018131795A2 - Method for memory improvement through brain stimulation - Google Patents
Method for memory improvement through brain stimulation Download PDFInfo
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- WO2018131795A2 WO2018131795A2 PCT/KR2017/014288 KR2017014288W WO2018131795A2 WO 2018131795 A2 WO2018131795 A2 WO 2018131795A2 KR 2017014288 W KR2017014288 W KR 2017014288W WO 2018131795 A2 WO2018131795 A2 WO 2018131795A2
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- A—HUMAN NECESSITIES
- A61—MEDICAL OR VETERINARY SCIENCE; HYGIENE
- A61B—DIAGNOSIS; SURGERY; IDENTIFICATION
- A61B5/00—Measuring for diagnostic purposes; Identification of persons
- A61B5/24—Detecting, measuring or recording bioelectric or biomagnetic signals of the body or parts thereof
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- A—HUMAN NECESSITIES
- A61—MEDICAL OR VETERINARY SCIENCE; HYGIENE
- A61B—DIAGNOSIS; SURGERY; IDENTIFICATION
- A61B5/00—Measuring for diagnostic purposes; Identification of persons
- A61B5/24—Detecting, measuring or recording bioelectric or biomagnetic signals of the body or parts thereof
- A61B5/316—Modalities, i.e. specific diagnostic methods
- A61B5/369—Electroencephalography [EEG]
- A61B5/377—Electroencephalography [EEG] using evoked responses
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- A—HUMAN NECESSITIES
- A61—MEDICAL OR VETERINARY SCIENCE; HYGIENE
- A61N—ELECTROTHERAPY; MAGNETOTHERAPY; RADIATION THERAPY; ULTRASOUND THERAPY
- A61N1/00—Electrotherapy; Circuits therefor
- A61N1/02—Details
- A61N1/04—Electrodes
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- A—HUMAN NECESSITIES
- A61—MEDICAL OR VETERINARY SCIENCE; HYGIENE
- A61N—ELECTROTHERAPY; MAGNETOTHERAPY; RADIATION THERAPY; ULTRASOUND THERAPY
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- A61N1/05—Electrodes for implantation or insertion into the body, e.g. heart electrode
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- A—HUMAN NECESSITIES
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- A—HUMAN NECESSITIES
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- A61N1/32—Applying electric currents by contact electrodes alternating or intermittent currents
- A61N1/36—Applying electric currents by contact electrodes alternating or intermittent currents for stimulation
Definitions
- the method of improving memory through brain stimulation of the present invention comprises the steps of: (a) the electronic device applying electrical stimulation to the user's brain, measuring the degree of brain response activation in the user's brain cortex area, (b) from the user's brain cortex area Selecting at least one cortical target region, (c) receiving and measuring a general brain response signal of a user by a stimulus in the cerebral cortical target region, and (d) the electronic device at the cortical target region
- the method may include applying brain activation induced electrical stimulation, measuring a brain response signal after stimulation according to the induced electrical stimulation, and (e) determining whether the brain activity changes by measuring a change in the brain response signal.
- the tactile receptors of the peripheral nervous system detect physical changes in the skin.
- a process that triggers tactile sensation begins based on information coming from the tactile receptors.
- Information originating in the tactile receptors is known to reach the primary somatosensory cortex (S1) and secondary somatosensory cortex (S2) via the thalamus.
- the hippocampus in the human brain is known as an area for working with memory. It is also known that all information related to memory is processed in the hippocampus and the medial temporal lobe region, which is the nearby area. Recently, brain cortical areas linked to the hippocampus are known to be involved in memory networks, and studies have been attempted to improve memory function by stimulating the human brain by invasive and non-invasive methods.
- An object of the present invention is to provide a method for improving memory through brain stimulation, which provides a method for quantitatively analyzing brain response signals or brain waves so as to evaluate human memory function.
- an object of the present invention is to provide a memory stimulation method through the brain stimulation that can be evaluated quantitatively by objectively stimulating utilization protocol and memory performance ability to improve the individual's memory function.
- Memory improvement method through the brain stimulation for solving the above problems, (a) the electronic device to the electrical stimulation to the user brain, the degree of brain response activation in the brain region of the user brain Measuring, (b) selecting at least one brain cortex target region from the user cortical region, (c) receiving and measuring a general brain response signal of a user by a stimulus in the brain cortical target region, (d) the electronic device applying brain activation induced electrical stimulation to the cerebral cortical target region, measuring brain response signal after stimulation according to the induced electrical stimulation, (e) measuring brain activity by measuring a change in brain response signal
- the method may include determining whether there is a change.
- the electronic device is transcranial magnetic stimulation (TMS), transcranial direct current stimulation (tDCs), ultrasound It may include at least one of the brain stimulator.
- TMS transcranial magnetic stimulation
- tDCs transcranial direct current stimulation
- ultrasound may include at least one of the brain stimulator.
- the step (a) is characterized in that the electronic device to apply electrical stimulation to the hippocampus of the user brain.
- the step (a) of the increase in theta frequency amplitude (theta frequency amplitude) or gamma frequency amplitude (gamma frequency amplitude) is characterized by measuring the degree of brain response activation through the increase.
- the cortical target in the (b) step has the highest correlation with the increase in the amount of theta power or the increase in the gamma power amount It is characterized by selecting the area.
- the step (b) is characterized in that the brain cortical target region of the increase in the brain response activation region is selected as the cortical target region.
- the step (b) wherein the user's cerebral cortex region of the frontal lobe, parietal lobe, medial lobe, hippocampus, lower temporal lobe, central temporal lobe, upper temporal lobe It is characterized by including any one.
- the step (d) is characterized in that the electrical activation induced electrical stimulation to the brain cortical target region physically through invasive or non-invasive method. .
- the method of improving memory through brain stimulation further comprising the step of (f) deriving a morphological or temporal feature of the brain response signal (evaluate) and evaluating the user's memory capacity It features.
- the method of improving memory through brain stimulation is characterized in that the feature point includes at least one of information of a specific frequency, an amplitude value in a frequency domain, a reaction time, a low frequency, and a high frequency degree. It is done.
- the step (f) is (f1) detecting the brain response signal for each sample signal for measurement, (f2) samples for each target region of the brain Calculating a feature point for each signal, (f3) selecting a sample signal and a target region, and (f4) calculating a storage accuracy of the selected sample signal.
- step of (f) step (f5) selecting a brain stimulation parameter for inducing a sample signal selected in the target region, (f6) selected And stimulating a signal to a target region with brain stimulation parameters.
- the step (f) is characterized in that the noise signal is removed from the brain response signal and the epoching process (epoching).
- Memory stimulation method through the brain stimulation of the present invention it is possible to improve the ability of memory in the cognitive function of the high-level through the stimulation of the brain cortical region.
- the memory improvement method through the brain stimulation of the present invention stimulation to improve the memory function in consideration of different characteristics for each individual, and based on the data to measure the brain waves quantitatively based on the memory performance evaluation The degree of identification can be quantified and evaluated.
- the memory stimulation method through the brain stimulation of the present invention can be evaluated by quantifying in order to grasp the degree of the individual's memory function through the response changes in the brain.
- the method of improving memory through brain stimulation of the present invention proposes a cerebral cortex stimulation protocol for non-invasive application in the future based on invasive brain stimulation EEG response, and personalized most effective memory in consideration of individual characteristics You can expect improvements.
- the memory stimulation method through the brain stimulation of the present invention by analyzing the user's response to extract the characteristics that differ only when the performance of the individual is good, perform the individual's memory to determine the improvement of the individual's cognitive tasks The degree can be quantified.
- the memory stimulation method of the present invention by using the brain wave of the subject can measure the degree of activation of the individual brain response, by stimulating the target region of the brain can induce improvement of brain function. .
- the memory stimulation method of the present invention can quantify and predict the accuracy of an individual's memory function based on the brain waves measured at the stage of memory input, it is a clue for determining the accuracy of memory quickly and efficiently. It can be utilized.
- 1 relates to a method of improving memory through brain stimulation according to an embodiment of the present invention.
- Figure 2 relates to a user brain cortical region of the memory stimulation method according to an embodiment of the present invention.
- 3 relates to a method of selecting a cortical target region of a memory enhancing method through brain stimulation according to an embodiment of the present invention.
- Figure 4 relates to the brain activation stimulation of the memory enhancement method through the brain stimulation according to an embodiment of the present invention.
- 5 relates to a method of evaluating user memory ability in a method of improving memory through brain stimulation according to an embodiment of the present invention.
- Figure 6 relates to the difference in theta power as a result of the memory stimulation method through the brain stimulation according to an embodiment of the present invention.
- an expression such as 'first' and 'second' is used only for distinguishing a plurality of configurations, and does not limit the order or other features between the configurations.
- each layer, region, pattern, or structure may be “on” or “under” the substrate, each layer, region, pad, or pattern.
- Substrate formed in includes all formed directly or through another layer. Criteria for the top / bottom or bottom / bottom of each layer are described with reference to the drawings.
- Human memory goes through three processes: input, consolidation, and retrieval. Among them, the present invention passes through the hippocampus in the medial lobe at the step of inputting the irritants introduced through the human eye. Memory stimulation method through the brain stimulation of the present invention, by utilizing the hippocampus can be improved when the memory is input into the brain.
- 1 relates to a method of improving memory through brain stimulation according to an embodiment of the present invention.
- the method of improving memory through brain stimulation of the present invention includes measuring brain activation levels, selecting a cortical target region, receiving and measuring general brain response signals, and brain after stimulation.
- the method may include measuring a response signal and determining whether brain activity changes.
- the electronic device may apply electrical stimulation to the user's brain to measure the degree of brain response activation in the user's brain cortex.
- the electronic device of the memory stimulation method through the brain stimulation of the present invention, Transcranial Magnetic Stimulation (TMS), Transcranial Direct Current Stimulation (tDCs), at least any one of the ultrasonic brain stimulator It may include one.
- TMS Transcranial Magnetic Stimulation
- tDCs Transcranial Direct Current Stimulation
- all commonly used electronic devices may be used to perform brain stimulation.
- the memory stimulation method through the brain stimulation of the present invention the electronic device is characterized in that the electrical stimulation to the hippocampus of the user brain.
- the hippocampus (hippocampus) among the human brain can control memory, spatial concepts, and emotional behavior.
- the degree of activation changed in the brain can be measured by directly or indirectly applying electrical stimulation to the hippocampus among user brains.
- the parameters of the electrical stimulation by comparing the degree of activation of the brain response generated by stimulating the hippocampus, which is a core center of the memory input process. Since the degree of activation of the brain response caused by stimulation of the hippocampus may vary depending on the parameter variable in some people, it is possible to select a variable that can be most clearly shown.
- the memory stimulation method through the brain stimulation of the present invention it is possible to measure the degree of brain response activation in the brain cortex of the user.
- the degree of activation may be determined by the amount of change in the brain response that occurs through brain stimulation during the resting period of the human.
- the degree of brain improvement may be expected through activation of the brain response.
- the degree of brain response activation may be measured by increasing the theta frequency amplitude or the gamma frequency amplitude in the brain cortex. Such increase in theta power amount or gamma power amount is a clue for determining the activation of the brain response.
- 3 relates to a method of selecting a cortical target region of a memory enhancing method through brain stimulation according to an embodiment of the present invention.
- At least one brain cortex target region may be selected from the user brain cortex regions. More specifically, the region where the change in the brain response signal is most clearly determined among the target candidate group regions may be determined, and such region may be selected as the brain cortex target region.
- the candidate group region of the brain cortical target region is at least one of the brain regions of the secondary somatosensory cortex, laryngeal parietal cortex, premotor area and auxiliary motor area, or secondary somatosensory cortex, laryngeal parietal cortex, premotor area and auxiliary A boundary region between at least two regions of the exercise region may be included, and the target region may be determined by a method to be described later among the target candidate group regions.
- a region in which the brain response activation is most increased among the user's brain cortex areas may be selected as the brain cortex target area.
- the present invention can select a region having the highest correlation with the increase amount of theta power amount or the increase amount of the gamma power amount as the brain cortex target area.
- the region having the highest correlation may be selected by contrasting the theta power increase in the brain cortical candidate group region which is induced by stimulating the hippocampus directly or indirectly. In the case of indirect stimulation, analysis of the brain's connectivity around the hippocampus can be used to find a custom cortical target region.
- the target candidate region of the stimulus for measurement may include at least one of the frontal lobe, parietal lobe, medial temporal lobe, hippocampus, lower temporal lobe, central temporal lobe, and upper temporal lobe. It may include.
- the x-axis is the amplitude signal from the electrode belonging to the hippocampus
- the y-axis is the amplitude signal from the target brain cortex. The closer the R 2 value is to 1 in the graph, the higher the correlation.
- the P value represents the significance level of the presented value.
- Figure 4 relates to the brain activation stimulation of the memory enhancement method through the brain stimulation according to an embodiment of the present invention
- Figure 5 evaluates the user memory capacity of the memory enhancement method through the brain stimulation according to an embodiment of the present invention It is about how to.
- the method of improving memory through brain stimulation of the present invention may include receiving and measuring a general brain response signal of a user by a stimulus in the brain cortex target region.
- the user cerebral cortex region may include at least one of the frontal lobe, parietal lobe, medial temporal lobe, hippocampus, lower temporal lobe, central temporal lobe, upper temporal lobe.
- a stimulus related to memory may be proposed to remember the stimulus.
- the stimulus may be a visual presentation of a picture, a word, or the like.
- the brain response signal measurement may receive a brain response signal in at least one region of the human brain target candidate region.
- the brain response signal measuring step of the present invention may be based on invasive brain activity, ie, signals from the subdural cortex. Therefore, it may include electrocorticography (ECoG) of invasive brain activity measurement.
- EoG electrocorticography
- the method of improving memory through brain stimulation of the present invention may include: applying, by the electronic device, brain activation target electrical stimulation to the brain cortex target region, and measuring a brain response signal after stimulation according to the induced electrical stimulation. Can be.
- induction stimulation can be applied to the temporal cortex of the human brain.
- the induction stimulus may be an electrical brain stimulation.
- the apparatus for stimulating the brain cortex may include at least one of the above-described transcranial magnetic stimulation (TMS), transcranial direct current stimulation (tDCs), and ultrasonic brain stimulator.
- TMS transcranial magnetic stimulation
- tDCs transcranial direct current stimulation
- ultrasonic brain stimulator ultrasonic brain stimulator.
- all commonly used electronic devices may be used to perform brain stimulation.
- the brain activation induced electrical stimulation may be physically applied to the cortical target region through invasive or non-invasive methods. After physical stimulation with the parameters determined in the target area, it is possible to determine whether there is a correct answer to the result of the action, and the feature point can be determined according to the person in the target area.
- the brain response difference before and after brain activation stimulation can be confirmed.
- the x axis represents frequency and the y axis represents the amplitude of the signal.
- the unit of time may use seconds.
- the amplitude units of the measured brain response graph and the derived brain response graph may be ⁇ V.
- brain stimulation caused by pulses of high frequency (eg, 140 Hz) or more may suppress brain activity.
- the method of improving memory through brain stimulation of the present invention may further include determining whether the brain activity changes by measuring a change in the brain response signal.
- the brain response signal indicating the response of the human brain in response to an applied stimulus can be measured.
- the change in the brain response signal according to the change of the stimulus can be measured.
- the response of the subject between 0 and 1 second in the target candidate group is also measured.
- the change in the brain response signal of the theta power amount or the gamma power amount is measured, and it is possible to determine whether the change in brain activity due to brain stimulation is shown.
- the method of improving memory through brain stimulation of the present invention may further include deriving a morphological or temporal feature of the brain response signal and evaluating user memory ability.
- the feature point of the present invention may include information of at least one of a specific frequency, an amplitude value in a frequency domain, a reaction time, a low frequency, and a high frequency level.
- the memory enhancement method of the brain stimulation of the present invention in order to utilize the brain response as a cognitive function evaluation for the feature point derivation analysis of EEG information of any one of time-frequency analysis, phase locking value, phase-phase coupling value Method can be used.
- the present invention can use the characteristic analysis of EEG using a computer.
- the characteristic point is that the morphological and temporal features of the brain waves measured in a plurality of trials are identified in an iterative form by dividing and observing the accuracy of the cognitive task.
- the method used to implement the derived feature points through brain stimulation generates an electrical stimulus having a specific frequency and parameter in the cerebral cortex so that the feature points can be derived for the electrical stimulus, thereby improving memory function. Can be.
- the method of improving memory through brain stimulation includes: (f1) detecting brain response signals for each sample signal for measurement, and (f2) calculating feature points for each sample signal for each target region of the brain. (f3) selecting a sample signal and a target region, (f4) calculating a storage accuracy of the selected sample signal, (f5) selecting a brain stimulation parameter for inducing a selected sample signal in the target region, ( f6) stimulating the selected signal to the target region with brain stimulation parameters.
- an EEG input unit for receiving EEG data to be used for evaluating memory functional ability, an EEG preprocessing unit for removing noise signals from the EEG data and epoching, and generating artificial data using the EFO processed EEG data It may include a statistical processing unit, an evaluation processing unit for determining the significance degree and accuracy of a specific time and a specific frequency between the forked processing EEG data, and a memory unit for storing artificial data and results.
- the accuracy evaluation of memory may be based on theta waves (3-8 Hz) or gamma waves (30-50 Hz) that increase when the subject performs the given task correctly in the encoding process.
- the characteristics of the frequency band as a reference can be calculated by increasing power or phase resetting values in the interval immediately before (-2 to 0 sec) or immediately after (0 to 2 sec) the visual stimulus for the memory task. Prediction is also possible through the appearance of the previous section.
- Figure 6 relates to the difference in theta power as a result of the memory stimulation method through the brain stimulation according to an embodiment of the present invention.
- the detected EEG signal may be used to evaluate the threshold value based on the feature points of the theta and gamma frequency domains of the user for each sample signal compared to the incorrect and correct answers. Below the threshold, a higher accuracy sample signal can be selected again.
- the region of the EEG to be a reference may be divided into theta wave (3-8Hz), gamma wave (30-50Hz). Therefore, while the user performs the memory task, the brain waves may be analyzed for each frequency, and may be determined as a quantitative value.
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Description
본 발명의 뇌 자극을 통한 기억 향상 방법은, (a) 전자 장치가 사용자 뇌에 전기 자극을 가하여, 사용자 뇌 피질 영역에서의 뇌 반응 활성화 정도를 측정하는 단계, (b) 상기 사용자 뇌 피질 영역 중에서 적어도 하나의 뇌 피질 타깃 영역을 선정하는 단계, (c) 상기 뇌 피질 타깃 영역에서 자극물에 의한 사용자의 일반 뇌 반응 신호를 수신하여 측정하는 단계, (d) 상기 전자 장치가 상기 뇌 피질 타깃 영역에 뇌 활성화 유도 전기 자극을 가하고, 상기 유도 전기 자극에 따른 자극 후 뇌 반응 신호를 측정하는 단계, (e) 뇌 반응 신호의 변화를 측정하여 뇌 활동 변화 여부를 판단하는 단계를 포함할 수 있다.The method of improving memory through brain stimulation of the present invention comprises the steps of: (a) the electronic device applying electrical stimulation to the user's brain, measuring the degree of brain response activation in the user's brain cortex area, (b) from the user's brain cortex area Selecting at least one cortical target region, (c) receiving and measuring a general brain response signal of a user by a stimulus in the cerebral cortical target region, and (d) the electronic device at the cortical target region The method may include applying brain activation induced electrical stimulation, measuring a brain response signal after stimulation according to the induced electrical stimulation, and (e) determining whether the brain activity changes by measuring a change in the brain response signal.
말초신경단의 촉각 수용기는 피부의 물리적인 변화를 감지한다. 뇌의 체성감각피질(Somatosensory cortex)에서는, 촉각 수용기를 통해 들어온 정보를 토대로 촉감각을 유발하는 프로세스가 시작된다. 촉각 수용기에서 시작된 정보는 시상(Thalamus)를 거쳐 대뇌의 일차 체성감각피질(Primary somatosensory cortex, S1) 및 이차 체성감각피질(Secondary somatosensory cortex, S2)에 도달한다고 알려져 있다.The tactile receptors of the peripheral nervous system detect physical changes in the skin. In the somatosensory cortex of the brain, a process that triggers tactile sensation begins based on information coming from the tactile receptors. Information originating in the tactile receptors is known to reach the primary somatosensory cortex (S1) and secondary somatosensory cortex (S2) via the thalamus.
상기의 피질들 중 일차 체성감각피질에서는 유입되는 정보에 대해 상대적으로 기계적인 반응이 일어나는 경향이 보인다. 일차 체성감각이 인간이 인지하는 모든 구체적인 촉감각을 직접 디코딩한다고 보기는 어려우며, 지금까지도 인간이 인지하는 구체적인 촉감각은 이차 체성감각 피질 및 후두정엽 피질을 포함하는 연합령에서 이루어진다는 내용의 연구 결과들이 다수 발표되고 있다. 그러나, 구체적으로 뇌의 어떤 영역이 어떤 메커니즘으로 서로 다른 촉감각을 발생시키는 가에 대해서는 많이 알려져 있지 않다.In the primary somatosensory cortex, the mechanical response to the incoming information tends to occur. It is hard to see that primary somatosensory directly decodes all the specific tactile sensations that humans perceive, and so far, the specific tactile sensations that humans perceive are made in coalition ages, including secondary somatosensory cortex and laryngeal parietal cortex. Many are announced. In particular, much is not known about which areas of the brain produce different tactile sensations.
최근에는, 침습적인 방법 및 비침습적인 방법으로 인간의 뇌에 자극을 가하여 촉감을 유발시키려는 연구가 시도되고 있다. 그러나, 말초신경계를 통한 자극은 전혀 없는 상태에서 인간의 뇌를 직접 자극함으로써 구체적인 촉감을 생성하는 것에 대해서는 아직 많은 연구가 요구된다. 일차 체성감각 혹은 이차 체성감각의 일부에 뇌자극을 가하여 다양한 촉감을 생성하는 방법에 대하여 연구되어 왔다.Recently, studies have been attempted to induce touch by stimulating the human brain by invasive and non-invasive methods. However, much research is still required to generate specific touch by directly stimulating the human brain in the absence of any stimulation through the peripheral nervous system. The method of generating various touches by applying brain stimulation to part of primary somatosensory or secondary somatosensory has been studied.
아울러, 사람의 뇌 중 해마(Hippocampus)는 기억에 관련된 작업을 하는 영역으로 알려져 있다. 또한, 기억과 관련된 모든 정보가 해마 및 이를 둘러싼 근처 영역인 내측두엽(medial temporal lobe) 영역에서 처리된다고 알려져 있다. 최근에는 해마와 연결된 뇌 피질 영역들이 기억 네트워크에 관여하는 것으로 알려져 있으며, 침습적인 방법 및 비침습적인 방법으로 인간의 뇌에 자극을 가하여 기억기능을 향상시키려는 연구가 시도되어 왔다.In addition, the hippocampus in the human brain is known as an area for working with memory. It is also known that all information related to memory is processed in the hippocampus and the medial temporal lobe region, which is the nearby area. Recently, brain cortical areas linked to the hippocampus are known to be involved in memory networks, and studies have been attempted to improve memory function by stimulating the human brain by invasive and non-invasive methods.
그러나, 아직까지 사람에서 해마 영역의 직접적인 자극을 통하여 기억과 관련된 특징들이 나타내는 뇌 피질 영역을 밝히고 이러한 뇌 피질 영역에 직접적인 자극을 통해 기억 기능의 향상을 유발한 사례가 없다. However, there have been no cases where the stimulation of the hippocampal region in humans has revealed the cortical regions represented by memory-related features and the improvement of memory function through the direct stimulation of these cortical regions.
본 발명은 사람 기억 기능을 평가할 수 있도록 뇌 반응 신호 또는 뇌파를 정량적으로 분석하는 방법을 제공하는 뇌 자극을 통한 기억 향상 방법을 제공하는 것을 목적으로 한다.An object of the present invention is to provide a method for improving memory through brain stimulation, which provides a method for quantitatively analyzing brain response signals or brain waves so as to evaluate human memory function.
또한, 본 발명은 개인의 기억 기능을 향상시킬 수 있도록 자극 활용 프로토콜 및 기억 수행 능력을 객관화하여 정량적으로 평가할 수 있는 뇌 자극을 통한 기억 향상 방법을 제공하는 것을 목적으로 한다.In addition, an object of the present invention is to provide a memory stimulation method through the brain stimulation that can be evaluated quantitatively by objectively stimulating utilization protocol and memory performance ability to improve the individual's memory function.
본 발명이 이루고자 하는 기술적 과제는 이상에서 언급한 기술적 과제로 제한되지 않으며, 이하에서 설명할 내용으로부터 통상의 기술자에게 자명한 범위 내에서 다양한 기술적 과제가 포함될 수 있다.The technical problem to be achieved by the present invention is not limited to the technical problem mentioned above, and various technical problems can be included within the scope apparent to those skilled in the art from the following description.
상기와 같은 과제를 해결하기 위한 본 발명의 일 실시예에 따른 뇌 자극을 통한 기억 향상 방법은, (a) 전자 장치가 사용자 뇌에 전기 자극을 가하여, 사용자 뇌 피질 영역에서의 뇌 반응 활성화 정도를 측정하는 단계, (b) 상기 사용자 뇌 피질 영역 중에서 적어도 하나의 뇌 피질 타깃 영역을 선정하는 단계, (c) 상기 뇌 피질 타깃 영역에서 자극물에 의한 사용자의 일반 뇌 반응 신호를 수신하여 측정하는 단계, (d) 상기 전자 장치가 상기 뇌 피질 타깃 영역에 뇌 활성화 유도 전기 자극을 가하고, 상기 유도 전기 자극에 따른 자극 후 뇌 반응 신호를 측정하는 단계, (e) 뇌 반응 신호의 변화를 측정하여 뇌 활동 변화 여부를 판단하는 단계를 포함할 수 있다.Memory improvement method through the brain stimulation according to an embodiment of the present invention for solving the above problems, (a) the electronic device to the electrical stimulation to the user brain, the degree of brain response activation in the brain region of the user brain Measuring, (b) selecting at least one brain cortex target region from the user cortical region, (c) receiving and measuring a general brain response signal of a user by a stimulus in the brain cortical target region, (d) the electronic device applying brain activation induced electrical stimulation to the cerebral cortical target region, measuring brain response signal after stimulation according to the induced electrical stimulation, (e) measuring brain activity by measuring a change in brain response signal The method may include determining whether there is a change.
또한, 본 발명의 일 실시예에 따른 뇌 자극을 통한 기억 향상 방법은, 상기 전자 장치가 경두개자기자극기(TMS; Transcranial Magnetic Stimulation), 경두개직류전기자극기(tDCs; Transcranial Direct Current Stimulation), 초음파 뇌 자극기 중 적어도 어느 하나를 포함할 수 있다.In addition, the memory stimulation method according to an embodiment of the present invention, the electronic device is transcranial magnetic stimulation (TMS), transcranial direct current stimulation (tDCs), ultrasound It may include at least one of the brain stimulator.
또한, 본 발명의 일 실시예에 따른 뇌 자극을 통한 기억 향상 방법은, 상기 (a) 단계가 상기 전자 장치가 상기 사용자 뇌의 해마에 전기 자극을 가하는 것을 특징으로 한다.In addition, the method of improving memory through brain stimulation according to an embodiment of the present invention, the step (a) is characterized in that the electronic device to apply electrical stimulation to the hippocampus of the user brain.
또한, 본 발명의 일 실시예에 따른 뇌 자극을 통한 기억 향상 방법은, 상기 (a) 단계가 뇌 피질 영역에서 나타나는 세타 파워량(theta frequency amplitude)의 증가 또는 감마 파워량(gamma frequency amplitude)의 증가를 통하여 뇌 반응 활성화 정도를 측정하는 것을 특징으로 한다.In addition, the memory stimulation method according to an embodiment of the present invention, the step (a) of the increase in theta frequency amplitude (theta frequency amplitude) or gamma frequency amplitude (gamma frequency amplitude) It is characterized by measuring the degree of brain response activation through the increase.
이 때, 본 발명의 일 실시예에 따른 뇌 자극을 통한 기억 향상 방법은, 상기 (b) 단계가 상기 세타 파워량의 증가량 또는 상기 감마 파워량의 증가량과 상관관계가 가장 높은 영역을 뇌 피질 타깃 영역으로 선정하는 것을 특징으로 한다.At this time, the memory stimulation method through the brain stimulation according to an embodiment of the present invention, the cortical target in the (b) step has the highest correlation with the increase in the amount of theta power or the increase in the gamma power amount It is characterized by selecting the area.
또한, 본 발명의 일 실시예에 따른 뇌 자극을 통한 기억 향상 방법은, 상기 (b) 단계가 사용자 뇌 피질 영역 중에서 뇌 반응 활성화가 가장 증가한 영역을 뇌 피질 타깃 영역으로 선정하는 것을 특징으로 한다.In addition, the method of improving memory through brain stimulation according to an embodiment of the present invention, the step (b) is characterized in that the brain cortical target region of the increase in the brain response activation region is selected as the cortical target region.
아울러, 본 발명의 일 실시예에 따른 뇌 자극을 통한 기억 향상 방법은, 상기 (b) 단계가 상기 사용자 뇌 피질 영역은 전두엽, 두정엽, 내측두엽, 해마, 측두엽 하부, 측두엽 중부, 측두엽 상부 중 적어도 어느 하나를 포함하는 것을 특징으로 한다.In addition, the method of improving memory through brain stimulation according to an embodiment of the present invention, the step (b) wherein the user's cerebral cortex region of the frontal lobe, parietal lobe, medial lobe, hippocampus, lower temporal lobe, central temporal lobe, upper temporal lobe It is characterized by including any one.
또한, 본 발명의 일 실시예에 따른 뇌 자극을 통한 기억 향상 방법은, 상기 (d) 단계가 침습적 또는 비침습적 방법을 통하여 물리적으로 뇌 피질 타깃 영역에 뇌 활성화 유도 전기 자극을 가하는 것을 특징으로 한다.In addition, the memory stimulation method according to an embodiment of the present invention, the step (d) is characterized in that the electrical activation induced electrical stimulation to the brain cortical target region physically through invasive or non-invasive method. .
또한, 본 발명의 일 실시예에 따른 뇌 자극을 통한 기억 향상 방법은, (f) 뇌 반응 신호의 형태적 또는 시기적 특징점(feature)을 도출하고, 사용자 기억 능력을 평가하는 단계를 더 포함하는 것을 특징으로 한다.In addition, the method of improving memory through brain stimulation according to an embodiment of the present invention, further comprising the step of (f) deriving a morphological or temporal feature of the brain response signal (evaluate) and evaluating the user's memory capacity It features.
이 때, 본 발명의 일 실시예에 따른 뇌 자극을 통한 기억 향상 방법은, 상기 특징점이 특정 주파수, 주파수 영역 내의 진폭 값, 반응 시간, 저주파 및 고주파 정도 중 적어도 어느 하나의 정보를 포함하는 것을 특징으로 한다.In this case, the method of improving memory through brain stimulation according to an embodiment of the present invention is characterized in that the feature point includes at least one of information of a specific frequency, an amplitude value in a frequency domain, a reaction time, a low frequency, and a high frequency degree. It is done.
또한, 본 발명의 일 실시예에 따른 뇌 자극을 통한 기억 향상 방법은, 상기 (f) 단계가 (f1) 측정용 샘플 신호별로 뇌 반응 신호를 검출하는 단계, (f2) 뇌의 타깃 영역별 샘플 신호별로 특징점을 산출하는 단계, (f3) 샘플 신호 및 타깃 영역을 선택하는 단계, (f4) 선택된 샘플 신호의 기억 정확도를 산출하는 단계를 포함하는 것을 특징으로 한다.In addition, the method of improving memory through brain stimulation according to an embodiment of the present invention, the step (f) is (f1) detecting the brain response signal for each sample signal for measurement, (f2) samples for each target region of the brain Calculating a feature point for each signal, (f3) selecting a sample signal and a target region, and (f4) calculating a storage accuracy of the selected sample signal.
또한, 본 발명의 일 실시예에 따른 뇌 자극을 통한 기억 향상 방법은, 상기 (f) 단계가 (f5) 상기 타깃 영역에 선택된 샘플 신호를 유도하는 뇌 자극 파라미터를 선정하는 단계, (f6) 선택된 신호를 타깃 영역에 뇌 자극 파라미터로 자극하는 단계를 더 포함하는 것을 특징으로 한다.In addition, the memory stimulation method according to an embodiment of the present invention, the step of (f) step (f5) selecting a brain stimulation parameter for inducing a sample signal selected in the target region, (f6) selected And stimulating a signal to a target region with brain stimulation parameters.
또한, 본 발명의 일 실시예에 따른 뇌 자극을 통한 기억 향상 방법은, 상기 (f) 단계가 뇌 반응 신호에서 잡음 신호를 제거하고 에포킹(epoching) 처리하는 것을 특징으로 한다.In addition, the memory stimulation method according to an embodiment of the present invention, the step (f) is characterized in that the noise signal is removed from the brain response signal and the epoching process (epoching).
본 발명의 뇌 자극을 통한 기억 향상 방법은, 고차원의 인지 기능 중 기억에 관한 능력을 뇌 피질 영역의 자극을 통하여 향상시킬 수 있다.Memory stimulation method through the brain stimulation of the present invention, it is possible to improve the ability of memory in the cognitive function of the high-level through the stimulation of the brain cortical region.
또한, 본 발명의 뇌 자극을 통한 기억 향상 방법은, 개인마다 다른 특성을 고려하여 기억 기능을 향상시킬 수 있도록 자극을 가하고, 그 자료를 기반으로 객관적이고 정량적으로 뇌파를 측정하여 기억 수행평가에 대한 식별 정도를 수치화하여 평가할 수 있다.In addition, the memory improvement method through the brain stimulation of the present invention, stimulation to improve the memory function in consideration of different characteristics for each individual, and based on the data to measure the brain waves quantitatively based on the memory performance evaluation The degree of identification can be quantified and evaluated.
또한, 본 발명의 뇌 자극을 통한 기억 향상 방법은, 개인의 기억기능의 정도를 뇌 내의 반응 변화를 통해 파악하기 위해 수치화하여 평가할 수 있다.In addition, the memory stimulation method through the brain stimulation of the present invention can be evaluated by quantifying in order to grasp the degree of the individual's memory function through the response changes in the brain.
또한, 본 발명의 뇌 자극을 통한 기억 향상 방법은, 침습적인 뇌 자극 뇌파 반응을 기반으로 향후 비침습적으로 적용할 수 있도록 뇌 피질 자극 프로토콜을 제안하고, 개개인의 특성을 고려하여 맞춤형으로 가장 효과적인 기억 기능 향상을 기대할 수 있다.In addition, the method of improving memory through brain stimulation of the present invention proposes a cerebral cortex stimulation protocol for non-invasive application in the future based on invasive brain stimulation EEG response, and personalized most effective memory in consideration of individual characteristics You can expect improvements.
또한, 본 발명의 뇌 자극을 통한 기억 향상 방법은, 사용자의 반응을 분석하여 개인의 수행도가 좋을 때만 차이가 나는 특성을 추출하고, 이를 개인의 인지과제 향상을 판단할 수 있도록 개인의 기억력 수행 정도를 정량화할 수 있다.In addition, the memory stimulation method through the brain stimulation of the present invention, by analyzing the user's response to extract the characteristics that differ only when the performance of the individual is good, perform the individual's memory to determine the improvement of the individual's cognitive tasks The degree can be quantified.
또한, 본 발명의 뇌 자극을 통한 기억 향상 방법은, 피험자의 뇌파를 이용하여 개인의 뇌 반응의 활성화 정도를 측정할 수 있고, 뇌의 타깃 영역에 자극을 주어 뇌 기능의 향상을 유도할 수 있다.In addition, the memory stimulation method of the present invention, by using the brain wave of the subject can measure the degree of activation of the individual brain response, by stimulating the target region of the brain can induce improvement of brain function. .
또한, 본 발명의 뇌 자극을 통한 기억 향상 방법은, 기억 입력의 단계에서 측정된 뇌파를 기반으로 개인의 기억 기능의 정확도를 정량화하여 예측할 수 있으므로, 신속하고 효율적으로 기억의 정확도를 판단하는 단서로 활용할 수 있다.In addition, since the memory stimulation method of the present invention can quantify and predict the accuracy of an individual's memory function based on the brain waves measured at the stage of memory input, it is a clue for determining the accuracy of memory quickly and efficiently. It can be utilized.
도 1은 본 발명의 일 실시예에 따른 뇌 자극을 통한 기억 향상 방법에 관한 것이다.1 relates to a method of improving memory through brain stimulation according to an embodiment of the present invention.
도 2는 본 발명의 일 실시예에 따른 뇌 자극을 통한 기억 향상 방법의 사용자 뇌 피질 영역에 관한 것이다.Figure 2 relates to a user brain cortical region of the memory stimulation method according to an embodiment of the present invention.
도 3은 본 발명의 일 실시예에 따른 뇌 자극을 통한 기억 향상 방법의 뇌 피질 타깃 영역의 선정 방법에 관한 것이다.3 relates to a method of selecting a cortical target region of a memory enhancing method through brain stimulation according to an embodiment of the present invention.
도 4는 본 발명의 일 실시예에 따른 뇌 자극을 통한 기억 향상 방법의 뇌 활성화 자극에 관한 것이다.Figure 4 relates to the brain activation stimulation of the memory enhancement method through the brain stimulation according to an embodiment of the present invention.
도 5는 본 발명의 일 실시예에 따른 뇌 자극을 통한 기억 향상 방법 중 사용자 기억 능력을 평가하는 방법에 관한 것이다.5 relates to a method of evaluating user memory ability in a method of improving memory through brain stimulation according to an embodiment of the present invention.
도 6은 본 발명의 일 실시예에 따른 뇌 자극을 통한 기억 향상 방법의 결과에 의한 세타 파워의 차이에 관한 것이다.Figure 6 relates to the difference in theta power as a result of the memory stimulation method through the brain stimulation according to an embodiment of the present invention.
이하, 첨부된 도면들을 참조하여 본 발명에 따른 '뇌 자극을 통한 기억 향상 방법'을 상세하게 설명한다. 설명하는 실시 예들은 본 발명의 기술 사상을 통상의 기술자가 용이하게 이해할 수 있도록 제공되는 것으로 이에 의해 본 발명이 한정되지 않는다. 또한, 첨부된 도면에 표현된 사항들은 본 발명의 실시 예들을 쉽게 설명하기 위해 도식화된 도면으로 실제로 구현되는 형태와 상이할 수 있다.Hereinafter, a method of improving memory through brain stimulation according to the present invention will be described in detail with reference to the accompanying drawings. The described embodiments are provided so that those skilled in the art can easily understand the technical idea of the present invention, and thus the present invention is not limited thereto. In addition, matters represented in the accompanying drawings may be different from the form actually embodied in the schematic drawings in order to easily explain the embodiments of the present invention.
한편, 이하에서 표현되는 각 구성부는 본 발명을 구현하기 위한 예일 뿐이다. 따라서, 본 발명의 다른 구현에서는 본 발명의 사상 및 범위를 벗어나지 않는 범위에서 다른 구성부가 사용될 수 있다.In addition, each component expressed below is only an example for implementing this invention. Thus, other implementations may be used in other implementations of the invention without departing from the spirit and scope of the invention.
또한, 어떤 구성요소들을 '포함'한다는 표현은, '개방형'의 표현으로서 해당 구성요소들이 존재하는 것을 단순히 지칭할 뿐이며, 추가적인 구성요소들을 배제하는 것으로 이해되어서는 안 된다. In addition, the expression "comprising" certain components merely refers to the presence of the components as an 'open' expression, and should not be understood as excluding additional components.
또한, '제1, 제2' 등과 같은 표현은, 복수의 구성들을 구분하기 위한 용도로만 사용된 표현으로써, 구성들 사이의 순서나 기타 특징들을 한정하지 않는다. Also, an expression such as 'first' and 'second' is used only for distinguishing a plurality of configurations, and does not limit the order or other features between the configurations.
실시예들의 설명에 있어서, 각 층(막), 영역, 패턴 또는 구조물들이 기판, 각 층(막), 영역, 패드 또는 패턴들의 “상/위(on)”에 또는 “하/아래(under)”에 형성된다는 기재는, 직접(directly) 또는 다른 층을 개재하여 형성되는 것을 모두 포함한다. 각 층의 상/위 또는 하/아래에 대한 기준은 도면을 기준으로 설명한다.In the description of embodiments, each layer, region, pattern, or structure may be “on” or “under” the substrate, each layer, region, pad, or pattern. Substrate formed in ”includes all formed directly or through another layer. Criteria for the top / bottom or bottom / bottom of each layer are described with reference to the drawings.
어떤 부분이 다른 부분과 "연결"되어 있다고 할 때, 이는 "직접적으로 연결"되어 있는 경우뿐아니라, 그 중간에 다른 부재를 사이에 두고 "간접적으로 연결"되어 있는 경우도 포함한다. 또한 어떤 부분이 어떤 구성요소를 "포함"한다고 할 때, 이는 특별히 반대되는 기재가 없는 한 다른 구성요소를 제외하는 것이 아니라 다른 구성요소를 더 구비할 수 있다는 것을 의미한다. When a part is said to be "connected" with another part, this includes not only "directly connected" but also "indirectly connected" with another member in between. In addition, when a part is said to "include" a certain component, this means that it may further include other components, without excluding the other components unless otherwise stated.
사람의 기억은 자극물을 입력하는 단계(encoding), 저장(consolidation), 인출(retrieval)의 세 과정을 거치게 된다. 그 중에서 본 발명에서는 사람 눈을 통해 들어온 자극물들을 입력하는 단계에서 내측두엽 내의 해마를 거치게 된다. 본 발명의 뇌 자극을 통한 기억 향상 방법은, 해마를 거치는 것을 활용하여 기억이 뇌 속에 입력되는 시점에 향상시킬 수 있다.Human memory goes through three processes: input, consolidation, and retrieval. Among them, the present invention passes through the hippocampus in the medial lobe at the step of inputting the irritants introduced through the human eye. Memory stimulation method through the brain stimulation of the present invention, by utilizing the hippocampus can be improved when the memory is input into the brain.
도 1은 본 발명의 일 실시예에 따른 뇌 자극을 통한 기억 향상 방법에 관한 것이다.1 relates to a method of improving memory through brain stimulation according to an embodiment of the present invention.
도 1을 참조하면, 본 발명의 뇌 자극을 통한 기억 향상 방법은, 뇌 반응 활성화 정도를 측정하는 단계, 뇌 피질 타깃 영역을 선정하는 단계, 일반 뇌 반응 신호를 수신하여 측정하는 단계, 자극 후 뇌 반응 신호를 측정하는 단계, 뇌 활동 변화 여부를 판단하는 단계를 포함할 수 있다.Referring to FIG. 1, the method of improving memory through brain stimulation of the present invention includes measuring brain activation levels, selecting a cortical target region, receiving and measuring general brain response signals, and brain after stimulation. The method may include measuring a response signal and determining whether brain activity changes.
먼저, 전자 장치가 사용자 뇌에 전기 자극을 가하여, 사용자 뇌 피질 영역에서의 뇌 반응 활성화 정도를 측정할 수 있다. 이 때, 본 발명의 뇌 자극을 통한 기억 향상 방법의 전자 장치는, 경두개자기자극기(TMS; Transcranial Magnetic Stimulation), 경두개직류전기자극기(tDCs; Transcranial Direct Current Stimulation), 초음파 뇌 자극기 중 적어도 어느 하나를 포함할 수 있다. 또한, 뇌 자극을 수행할 수 있도록 일반적으로 사용되는 전자 장치를 모두 사용할 수 있다.First, the electronic device may apply electrical stimulation to the user's brain to measure the degree of brain response activation in the user's brain cortex. At this time, the electronic device of the memory stimulation method through the brain stimulation of the present invention, Transcranial Magnetic Stimulation (TMS), Transcranial Direct Current Stimulation (tDCs), at least any one of the ultrasonic brain stimulator It may include one. In addition, all commonly used electronic devices may be used to perform brain stimulation.
이 때, 본 발명의 뇌 자극을 통한 기억 향상 방법은, 상기 전자 장치가 상기 사용자 뇌의 해마에 전기 자극을 가하는 것을 특징으로 한다. 상술한 바와 같이, 인간의 뇌 중에서도 해마(hippocampus)는 기억과 공간 개념, 감정적인 행동을 조절할 수 있다. 본 발명의 뇌 자극을 통한 기억 향상 방법은, 사용자 뇌 중에서도 해마에 전기 자극을 직접 또는 간접적으로 가함으로써, 뇌에서 변화되는 활성화 정도를 측정할 수 있다.In this case, the memory stimulation method through the brain stimulation of the present invention, the electronic device is characterized in that the electrical stimulation to the hippocampus of the user brain. As described above, the hippocampus (hippocampus) among the human brain can control memory, spatial concepts, and emotional behavior. In the method of improving memory through brain stimulation of the present invention, the degree of activation changed in the brain can be measured by directly or indirectly applying electrical stimulation to the hippocampus among user brains.
또한, 기억 입력과정의 핵심적인 구심점이 되는 해마를 자극하여 나타나는 뇌 반응의 활성화(excitation) 되는 정도를 비교하여 전기 자극의 변수를 결정할 수 있다. 사람에 따라서 해마를 자극하여 나타나는 뇌 반응의 활성화 정도는 파라미터 변수에 따라 상이할 수 있으므로, 가장 극명하게 나타날 수 있는 변수를 선택할 수 있다.In addition, it is possible to determine the parameters of the electrical stimulation by comparing the degree of activation of the brain response generated by stimulating the hippocampus, which is a core center of the memory input process. Since the degree of activation of the brain response caused by stimulation of the hippocampus may vary depending on the parameter variable in some people, it is possible to select a variable that can be most clearly shown.
아울러, 본 발명의 뇌 자극을 통한 기억 향상 방법은, 사용자 뇌 피질 영역에서의 뇌 반응 활성화 정도를 측정할 수 있다. 뇌의 활성화 정도를 유도하는 변수 요인을 결정하기 위해서는, 사람의 휴식기 중 뇌 자극을 통해서 나타나는 뇌 반응의 변화량으로 활성화 정도를 판단할 수 있다.In addition, the memory stimulation method through the brain stimulation of the present invention, it is possible to measure the degree of brain response activation in the brain cortex of the user. In order to determine the variable factor that induces the degree of activation of the brain, the degree of activation may be determined by the amount of change in the brain response that occurs through brain stimulation during the resting period of the human.
더 구체적으로, 감마(50Hz) 주파수 영역에서 자극이 가해지는 총 에너지량 57μC/cm2 이하에서 뇌 활동을 유도할 수 있고, 뇌 반응의 활성화를 통해 뇌 향상 정도를 기대할 수 있다. 또한, 뇌 피질 영역에서 나타나는 세타 파워량(theta frequency amplitude)의 증가 또는 감마 파워량(gamma frequency amplitude)의 증가를 통하여 뇌 반응 활성화 정도를 측정할 수 있다. 이러한 세타 파워량 증가 또는 감마 파워량 증가는 뇌 반응의 활성화를 판단하는 단서가 된다.More specifically, it is possible to induce brain activity at a total energy amount of 57 μC / cm 2 or less applied to the stimulus in the gamma (50 Hz) frequency region, and the degree of brain improvement may be expected through activation of the brain response. In addition, the degree of brain response activation may be measured by increasing the theta frequency amplitude or the gamma frequency amplitude in the brain cortex. Such increase in theta power amount or gamma power amount is a clue for determining the activation of the brain response.
도 3은 본 발명의 일 실시예에 따른 뇌 자극을 통한 기억 향상 방법의 뇌 피질 타깃 영역의 선정 방법에 관한 것이다.3 relates to a method of selecting a cortical target region of a memory enhancing method through brain stimulation according to an embodiment of the present invention.
도 3을 참조하면, 본 발명의 뇌 자극을 통한 기억 향상 방법은, 상기 사용자 뇌 피질 영역 중에서 적어도 하나의 뇌 피질 타깃 영역을 선정할 수 있다. 더 구체적으로, 타깃 후보군 영역 중 가장 극명하게 뇌반응 신호의 변화가 측정되는 영역을 결정하고, 이러한 영역을 뇌 피질 타깃 영역으로 선정할 수 있다.Referring to FIG. 3, in the method of improving memory through brain stimulation of the present invention, at least one brain cortex target region may be selected from the user brain cortex regions. More specifically, the region where the change in the brain response signal is most clearly determined among the target candidate group regions may be determined, and such region may be selected as the brain cortex target region.
여기서, 뇌 피질 타깃 영역의 후보군 영역은 이차 체성감각피질, 후두정엽피질, 전운동영역 및 보조운동영역의 뇌 영역들 중 적어도 하나의 영역이거나 이차 체성감각피질, 후두정엽피질, 전운동영역 및 보조운동영역 중 적어도 두 개의 영역 사이의 경계 영역을 포함할 수 있으며, 이 들 타겟 후보군 영역 중 후술할 방법에 의하여 타겟 영역이 결정될 수 있을 것이다. Here, the candidate group region of the brain cortical target region is at least one of the brain regions of the secondary somatosensory cortex, laryngeal parietal cortex, premotor area and auxiliary motor area, or secondary somatosensory cortex, laryngeal parietal cortex, premotor area and auxiliary A boundary region between at least two regions of the exercise region may be included, and the target region may be determined by a method to be described later among the target candidate group regions.
아울러, 사용자 뇌 피질 영역 중에서 뇌 반응 활성화가 가장 증가한 영역을 뇌 피질 타깃 영역으로 선정할 수 있다.In addition, a region in which the brain response activation is most increased among the user's brain cortex areas may be selected as the brain cortex target area.
또한, 뇌 피질 타깃 영역을 찾을 때, 사람마다 자극 타깃 영역이 조금씩 상이할 수 있다. 이러한 차이점을 해결하기 위하여, 본 발명은 상기 세타 파워량의 증가량 또는 상기 감마 파워량의 증가량과 상관관계가 가장 높은 영역을 뇌 피질 타깃 영역으로 선정할 수 있다. 또한, 해마를 직접적 또는 간접적으로 자극하여 나타나는 뇌 피질 후보군 영역의 세타 파워 증가량을 대조하여 상관관계가 가장 높은 영역을 선정할 수 있다. 간접 자극의 경우, 해마를 중심으로 뇌의 연결성 분석을 통해 개인별 맞춤 뇌 피질 타깃 영역을 찾을 수 있다.In addition, when the brain cortex target region is found, the stimulus target region may be slightly different for each person. In order to solve this difference, the present invention can select a region having the highest correlation with the increase amount of theta power amount or the increase amount of the gamma power amount as the brain cortex target area. In addition, the region having the highest correlation may be selected by contrasting the theta power increase in the brain cortical candidate group region which is induced by stimulating the hippocampus directly or indirectly. In the case of indirect stimulation, analysis of the brain's connectivity around the hippocampus can be used to find a custom cortical target region.
도 3을 참조하면, 상관 관계 분석에 대한 실시예를 확인할 수 있다. 본 발명의 경우, 상관 관계의 값을 구하기 위하여 correlation 또는 coherence 값 중 어느 하나를 사용할 수 있다. 또한, 사람에 따라 뇌 반응이 나타나는 뇌 피질 영역의 위치가 상이할 수 있으므로, 측정용 자극의 타깃 후보군 영역이 전두엽, 두정엽, 내측두엽, 해마, 측두엽 하부, 측두엽 중부, 측두엽 상부 중 적어도 어느 하나를 포함할 수 있다.Referring to FIG. 3, an embodiment of correlation analysis may be confirmed. In the present invention, one of correlation or coherence values may be used to obtain a correlation value. In addition, since the position of the brain cortical region where the brain response occurs may vary depending on a person, the target candidate region of the stimulus for measurement may include at least one of the frontal lobe, parietal lobe, medial temporal lobe, hippocampus, lower temporal lobe, central temporal lobe, and upper temporal lobe. It may include.
도 3을 살펴보면, 뇌 피질 영역 중 해마와 가장 상관성이 높은 위치를 결정할 수 있다. x축은 해마에서 속한 전극에서 나오는 진폭(amplitude) 신호이며, y축은 타깃 뇌 피질 영역에서 나오는 진폭 신호에 해당한다. 그래프내의 R2 값이 1에 가까울수록 상관관계가 높다고 할 수 있으며, P값은 제시되는 값의 유의 수준을 나타낸다.Referring to FIG. 3, it is possible to determine a location having the highest correlation with the hippocampus among the brain cortical regions. The x-axis is the amplitude signal from the electrode belonging to the hippocampus, and the y-axis is the amplitude signal from the target brain cortex. The closer the R 2 value is to 1 in the graph, the higher the correlation. The P value represents the significance level of the presented value.
도 4는 본 발명의 일 실시예에 따른 뇌 자극을 통한 기억 향상 방법의 뇌 활성화 자극에 관한 것이며, 도 5는 본 발명의 일 실시예에 따른 뇌 자극을 통한 기억 향상 방법 중 사용자 기억 능력을 평가하는 방법에 관한 것이다.Figure 4 relates to the brain activation stimulation of the memory enhancement method through the brain stimulation according to an embodiment of the present invention, Figure 5 evaluates the user memory capacity of the memory enhancement method through the brain stimulation according to an embodiment of the present invention It is about how to.
도 4 및 도 5를 참조하면, 본 발명의 뇌 자극을 통한 기억 향상 방법은, 상기 뇌 피질 타깃 영역에서 자극물에 의한 사용자의 일반 뇌 반응 신호를 수신하여 측정하는 단계를 포함할 수 있다. 이 때, 상기 사용자 뇌 피질 영역은, 전두엽, 두정엽, 내측두엽, 해마, 측두엽 하부, 측두엽 중부, 측두엽 상부 중 적어도 어느 하나를 포함할 수 있다.4 and 5, the method of improving memory through brain stimulation of the present invention may include receiving and measuring a general brain response signal of a user by a stimulus in the brain cortex target region. At this time, the user cerebral cortex region may include at least one of the frontal lobe, parietal lobe, medial temporal lobe, hippocampus, lower temporal lobe, central temporal lobe, upper temporal lobe.
사람을 대상으로 기억 과제를 실시하기 위하여, 우선 기억과 관련된 일상 자극물을 통해 해당 자극물을 기억하도록 제시할 수 있다. 예를 들어, 자극물은 그림, 단어 등의 시각적인 제시물일 수 있다.In order to perform a memory task for a person, first, a stimulus related to memory may be proposed to remember the stimulus. For example, the stimulus may be a visual presentation of a picture, a word, or the like.
다음으로, 뇌 반응 신호를 처리하기 위해 시각 제시물을 보여주고 이에 대한 뇌 반응을 신호로서 측정할 수 있다. 뇌 반응 신호 측정은 사람의 뇌 타깃 후보군 영역 중 적어도 하나의 영역에서 뇌 반응 신호를 수신할 수 있다. Next, a visual presentation can be shown to process the brain response signal and the brain response to it can be measured as a signal. The brain response signal measurement may receive a brain response signal in at least one region of the human brain target candidate region.
더 구체적으로, 본 발명의 뇌 반응 신호 측정 단계는, 침습적인 뇌 활동, 즉 경막하 피질에서 나오는 신호를 토대로 할 수 있다. 따라서, 침습적인 뇌 활동 측정 방식의 뇌 피질 뇌파기(ECoG; Electrocorticography)를 포함할 수 있다.More specifically, the brain response signal measuring step of the present invention may be based on invasive brain activity, ie, signals from the subdural cortex. Therefore, it may include electrocorticography (ECoG) of invasive brain activity measurement.
이어, 본 발명의 뇌 자극을 통한 기억 향상 방법은, 상기 전자 장치가 상기 뇌 피질 타깃 영역에 뇌 활성화 유도 전기 자극을 가하고, 상기 유도 전기 자극에 따른 자극 후 뇌 반응 신호를 측정하는 단계를 포함할 수 있다.Next, the method of improving memory through brain stimulation of the present invention may include: applying, by the electronic device, brain activation target electrical stimulation to the brain cortex target region, and measuring a brain response signal after stimulation according to the induced electrical stimulation. Can be.
더 구체적으로, 사람에게 유도용 자극을 가하는 경우, 사람뇌의 측두엽 피질에 유도용 자극을 가할 수 있다. 이 때, 유도용 자극은 전기적인 뇌 자극일 수 있다. 뇌 피질 자극을 위한 장치는, 상술한 경두개자기자극기(TMS; Transcranial Magnetic Stimulation), 경두개직류전기자극기(tDCs; Transcranial Direct Current Stimulation), 초음파 뇌 자극기 중 적어도 어느 하나를 포함할 수 있다. 또한, 뇌 자극을 수행할 수 있도록 일반적으로 사용되는 전자 장치를 모두 사용할 수 있다.More specifically, when inducing stimulation to the human, induction stimulation can be applied to the temporal cortex of the human brain. In this case, the induction stimulus may be an electrical brain stimulation. The apparatus for stimulating the brain cortex may include at least one of the above-described transcranial magnetic stimulation (TMS), transcranial direct current stimulation (tDCs), and ultrasonic brain stimulator. In addition, all commonly used electronic devices may be used to perform brain stimulation.
이 때, 침습적 또는 비침습적 방법을 통하여 물리적으로 뇌 피질 타깃 영역에 뇌 활성화 유도 전기 자극을 가할 수 있다. 타깃 영역에서 결정된 파라미터로 물리적 자극 후, 행동 결과에 정답 유무를 판단하고 이 때 나타나는 타깃 영역에서 특징점을 사람에 따라 판단할 수 있다.At this time, the brain activation induced electrical stimulation may be physically applied to the cortical target region through invasive or non-invasive methods. After physical stimulation with the parameters determined in the target area, it is possible to determine whether there is a correct answer to the result of the action, and the feature point can be determined according to the person in the target area.
도 4를 참조하면, 뇌 활성화 자극 전 후의 뇌 반응 차이를 확인할 수 있다. 각 그래프에서 x축은 주파수(frequency)를 나타내고, y축은 신호의 진폭(amplitude)을 나타낸다. 시간의 단위는 초(second)를 사용할 수 있다. 측정된 뇌 반응 그래프 및 유도된 뇌 반응 그래프의 진폭 단위는 μV일 수 있다.Referring to Figure 4, the brain response difference before and after brain activation stimulation can be confirmed. In each graph, the x axis represents frequency and the y axis represents the amplitude of the signal. The unit of time may use seconds. The amplitude units of the measured brain response graph and the derived brain response graph may be μV.
또한, 뇌 활성화의 측정 기준으로 낮은 감마 주파수 영역(low gamma frequency, 30-60Hz)와 세타 주파수 영역(theta frequency, 3-8Hz)에서의 자극 전 후의 양의 진폭 값을 나타내는 가에 따라 결정될 수 있다. 아울러, 고주파(ex; 140Hz) 이상의 펄스에 의한 뇌 자극은 뇌 활동을 억제할 수 있다.In addition, it may be determined depending on whether a positive amplitude value before and after stimulation in a low gamma frequency region (30-60 Hz) and theta frequency region (3-8 Hz) is measured as a measure of brain activation. . In addition, brain stimulation caused by pulses of high frequency (eg, 140 Hz) or more may suppress brain activity.
한편, 본 발명의 뇌 자극을 통한 기억 향상 방법은, 뇌 반응 신호의 변화를 측정하여 뇌 활동 변화 여부를 판단하는 단계를 더 포함할 수 있다. Meanwhile, the method of improving memory through brain stimulation of the present invention may further include determining whether the brain activity changes by measuring a change in the brain response signal.
더 구체적으로, 가해지는 자극에 따른 사람 뇌의 반응을 나타내는 뇌 반응 신호를 측정할 수 있다. 또한, 가해지는 자극이 변함에 따라서 사람의 뇌의 반응이 변화하면, 자극의 변화에 따른 뇌 반응 신호의 변화를 측정할 수 있는데, 특히 타깃 후보군 영역 중 0~1초 사이에서 피험자의 반응 정답도에 따라 세타 파워량 또는 감마 파워량의 뇌 반응 신호 변화가 측정되는 것을 확인하고, 뇌 자극으로 인한 뇌 활동 변화가 나타났는지 판단할 수 있다.More specifically, the brain response signal indicating the response of the human brain in response to an applied stimulus can be measured. In addition, when the response of the human brain changes as the applied stimulus changes, the change in the brain response signal according to the change of the stimulus can be measured. In particular, the response of the subject between 0 and 1 second in the target candidate group is also measured. As a result, the change in the brain response signal of the theta power amount or the gamma power amount is measured, and it is possible to determine whether the change in brain activity due to brain stimulation is shown.
한편, 본 발명의 뇌 자극을 통한 기억 향상 방법은, 뇌 반응 신호의 형태적 또는 시기적 특징점(feature)을 도출하고, 사용자 기억 능력을 평가하는 단계를 더 포함할 수 있다. 이 때, 본 발명의 상기 특징점은, 특정 주파수, 주파수 영역 내의 진폭 값, 반응 시간, 저주파 및 고주파 정도 중 적어도 어느 하나의 정보를 포함할 수 있다.Meanwhile, the method of improving memory through brain stimulation of the present invention may further include deriving a morphological or temporal feature of the brain response signal and evaluating user memory ability. In this case, the feature point of the present invention may include information of at least one of a specific frequency, an amplitude value in a frequency domain, a reaction time, a low frequency, and a high frequency level.
아울러, 본 발명의 뇌 자극을 통한 기억 향상 방법은, 뇌 반응을 인지 기능 평가로 활용하기 위하여 뇌파 정보의 특징점 도출 분석을 위해 time-frequency analysis, Phase locking value, phase-phase coupling value 중에서 어느 하나의 방법을 사용할 수 있다.In addition, the memory enhancement method of the brain stimulation of the present invention, in order to utilize the brain response as a cognitive function evaluation for the feature point derivation analysis of EEG information of any one of time-frequency analysis, phase locking value, phase-phase coupling value Method can be used.
개인의 기억기능의 정도를 뇌 내의 반응 변화를 통해 파악하기 위해서 수치화하여 평가하는 방법으로, 본 발명에서는 컴퓨터를 이용한 뇌파의 특징 분석을 사용할 수 있다. 인지과제에 대한 정확도 여부를 나누어 관찰하여 복수의 시도들(trials)에서 측정된 뇌파들의 형태적, 시기적 특징점(feature)들이 반복적 형태로 파악되는 경우가 특징점에 해당한다.As a method of quantifying and evaluating the degree of the individual's memory function through the response change in the brain, the present invention can use the characteristic analysis of EEG using a computer. The characteristic point is that the morphological and temporal features of the brain waves measured in a plurality of trials are identified in an iterative form by dividing and observing the accuracy of the cognitive task.
특히, 도출된 특징점들을 뇌 자극을 통해 구현하도록 이용한 방법은 특정 주파수 및 파라미터를 P갖는 전기적 자극을 뇌 피질부위에 발생시켜 해당 전기 자극에 대해 특징점들이 유도될 수 있도록 도와 기억 기능의 향상을 도모할 수 있다.In particular, the method used to implement the derived feature points through brain stimulation generates an electrical stimulus having a specific frequency and parameter in the cerebral cortex so that the feature points can be derived for the electrical stimulus, thereby improving memory function. Can be.
도 5를 참조하면, 본 발명의 뇌 자극을 통한 기억 향상 방법은, (f1) 측정용 샘플 신호별로 뇌 반응 신호를 검출하는 단계, (f2) 뇌의 타깃 영역별 샘플 신호별로 특징점을 산출하는 단계, (f3) 샘플 신호 및 타깃 영역을 선택하는 단계, (f4) 선택된 샘플 신호의 기억 정확도를 산출하는 단계, (f5) 상기 타깃 영역에 선택된 샘플 신호를 유도하는 뇌 자극 파라미터를 선정하는 단계, (f6) 선택된 신호를 타깃 영역에 뇌 자극 파라미터로 자극하는 단계를 포함할 수 있다.Referring to FIG. 5, the method of improving memory through brain stimulation according to the present invention includes: (f1) detecting brain response signals for each sample signal for measurement, and (f2) calculating feature points for each sample signal for each target region of the brain. (f3) selecting a sample signal and a target region, (f4) calculating a storage accuracy of the selected sample signal, (f5) selecting a brain stimulation parameter for inducing a selected sample signal in the target region, ( f6) stimulating the selected signal to the target region with brain stimulation parameters.
더 구체적으로, 기억 기능 능력 평가에 사용할 뇌파 데이터를 받는 뇌파 입력부, 뇌파 데이터에서 잡음 신호를 제거하고 에포킹(epoching) 처리하는 뇌파 전처리부, 에포킹 처리된 뇌파 데이터들을 이용하여 인공된 데이터를 생성하는 통계 처리부, 에포킹 처리된 뇌파 데이터들 사이에서 특정 시간 및 특정 주파수의 유의미 정도 및 정확도를 판단하는 평가 처리부 및 판단부, 인공 데이터 및 결과를 저장하는 메모리부를 포함할 수 있다.More specifically, an EEG input unit for receiving EEG data to be used for evaluating memory functional ability, an EEG preprocessing unit for removing noise signals from the EEG data and epoching, and generating artificial data using the EFO processed EEG data It may include a statistical processing unit, an evaluation processing unit for determining the significance degree and accuracy of a specific time and a specific frequency between the forked processing EEG data, and a memory unit for storing artificial data and results.
더 구체적으로, 기억의 정확도 평가는 인코딩과정에서 피험자가 주어진 과제를 정확하게 수행하였을 때 증가하는 세타파 (3-8 Hz) 또는 감마파 (30-50 Hz) 을 기준으로 할 수 있다. 기준이 되는 프리퀀시 밴드의 특징은 기억 테스크용 시각 자극물이 보여지기 직전 (-2~0 sec) 또는, 직후 (0~2 sec)의 구간에서 증가하는 파워 (amplitude) 혹은 phase resetting 값으로 산출할 수 있으며, 직전 구간에 나타나는 양상을 통해서 예측도 가능하다. More specifically, the accuracy evaluation of memory may be based on theta waves (3-8 Hz) or gamma waves (30-50 Hz) that increase when the subject performs the given task correctly in the encoding process. The characteristics of the frequency band as a reference can be calculated by increasing power or phase resetting values in the interval immediately before (-2 to 0 sec) or immediately after (0 to 2 sec) the visual stimulus for the memory task. Prediction is also possible through the appearance of the previous section.
도 6은 본 발명의 일 실시예에 따른 뇌 자극을 통한 기억 향상 방법의 결과에 의한 세타 파워의 차이에 관한 것이다.Figure 6 relates to the difference in theta power as a result of the memory stimulation method through the brain stimulation according to an embodiment of the present invention.
개개인의 뇌 영역별 샘플 신호별로 특징점이 산출되면 이 신호의 진폭 정도 및 value의 수치에 따라 유의미한 값을 선정한다. 정확도 산출단계에서는 검출된 뇌파 신호를 이용하여 오답 및 정답 대비 샘플 신호별로 사용자의 세타 및 감마 주파수 영역의 특징점을 기준으로 한 임계치를 평가할 수 잇다. 임계치 미만의 경우 정확도가 높은 샘플 신호를 다시 선택할 수 있다.When feature points are calculated for each sample signal for each brain region, significant values are selected according to the amplitude and the value of the signal. In the accuracy calculation step, the detected EEG signal may be used to evaluate the threshold value based on the feature points of the theta and gamma frequency domains of the user for each sample signal compared to the incorrect and correct answers. Below the threshold, a higher accuracy sample signal can be selected again.
이 때, 기준이 되는 뇌파의 영역은 세타파(3-8Hz), 감마파(30-50Hz)로 구분될 수 있다. 따라서 사용자가 기억 과제를 수행하는 동안 뇌파들을 주파수 별로 분석하여, 정량적 수치로서 판단할 수 있다.At this time, the region of the EEG to be a reference may be divided into theta wave (3-8Hz), gamma wave (30-50Hz). Therefore, while the user performs the memory task, the brain waves may be analyzed for each frequency, and may be determined as a quantitative value.
위에서 설명된 본 발명의 실시 예들은 예시의 목적을 위해 개시된 것이며, 이들에 의하여 본 발명이 한정되는 것은 아니다. 또한, 본 발명에 대한 기술 분야에서 통상의 지식을 가진 자라면 본 발명의 사상과 범위 안에서 다양한 수정 및 변경을 가할 수 있을 것이며, 이러한 수정 및 변경은 본 발명의 범위에 속하는 것으로 보아야 할 것이다.Embodiments of the invention described above are disclosed for purposes of illustration, and the invention is not limited thereto. In addition, one of ordinary skill in the art of the present invention will be able to add various modifications and changes within the spirit and scope of the present invention, these modifications and changes will be considered to be within the scope of the present invention.
[부호의 설명][Description of the code]
S110 : 뇌 반응 활성화 정도를 측정하는 단계S110: measuring the degree of brain response activation
S120 : 뇌 피질 타깃 영역을 선정하는 단계S120: step of selecting a brain cortex target area
S130 : 일반 뇌 반응 신호를 수신하여 측정하는 단계S130: step of receiving and measuring a general brain response signal
S140 : 자극 후 뇌 반응 신호를 측정하는 단계S140: measuring brain response signal after stimulation
S150 : 뇌 활동 변화 여부를 판단하는 단계S150: step of determining whether the brain activity changes
Claims (13)
- (a) 전자 장치가 사용자 뇌에 전기 자극을 가하여, 사용자 뇌 피질 영역에서의 뇌 반응 활성화 정도를 측정하는 단계;(a) the electronic device applying electrical stimulation to the user's brain to measure the degree of brain response activation in the user's brain cortex area;(b) 상기 사용자 뇌 피질 영역 중에서 적어도 하나의 뇌 피질 타깃 영역을 선정하는 단계;(b) selecting at least one cortical target region from the user cortical regions;(c) 상기 뇌 피질 타깃 영역에서 자극물에 의한 사용자의 일반 뇌 반응 신호를 수신하여 측정하는 단계;(c) receiving and measuring a general brain response signal of a user by a stimulus in the brain cortex target region;(d) 상기 전자 장치가 상기 뇌 피질 타깃 영역에 뇌 활성화 유도 전기 자극을 가하고, 상기 유도 전기 자극에 따른 자극 후 뇌 반응 신호를 측정하는 단계;(d) the electronic device applying brain activation induced electrical stimulation to the brain cortex target region and measuring a brain response signal after stimulation according to the induced electrical stimulation;(e) 뇌 반응 신호의 변화를 측정하여 뇌 활동 변화 여부를 판단하는 단계;(e) determining a change in brain activity by measuring a change in brain response signal;를 포함하는 뇌 자극을 통한 기억 향상 방법.Memory enhancement method through brain stimulation comprising a.
- 제 1항에 있어서,The method of claim 1,상기 전자 장치는,The electronic device,경두개자기자극기(TMS; Transcranial Magnetic Stimulation), 경두개직류전기자극기(tDCs; Transcranial Direct Current Stimulation), 초음파 뇌 자극기 중 적어도 어느 하나를 포함하는 것을 특징으로 하는 뇌 자극을 통한 기억 향상 방법.Transcranial Magnetic Stimulation (TMS), Transcranial Direct Current Stimulation (tDCs), Ultrasound brain stimulator, characterized in that it comprises at least one of the brain stimulator.
- 제 1항에 있어서,The method of claim 1,상기 (a) 단계는,In step (a),상기 전자 장치가 상기 사용자 뇌의 해마에 전기 자극을 가하는 것을 특징으로 하는 뇌 자극을 통한 기억 향상 방법.And the electronic device applies electrical stimulation to the hippocampus of the user's brain.
- 제 1항에 있어서,The method of claim 1,상기 (b) 단계는,In step (b),상기 사용자 뇌 피질 영역은,The cerebral cortex area of the user,전두엽, 두정엽, 내측두엽, 해마, 측두엽 하부, 측두엽 중부, 측두엽 상부 중 적어도 어느 하나를 포함하는 것을 특징으로 하는 뇌 자극을 통한 기억 향상 방법.Method for improving memory through brain stimulation, comprising at least one of the frontal lobe, parietal lobe, medial temporal lobe, hippocampus, lower temporal lobe, central temporal lobe, upper temporal lobe.
- 제 1항에 있어서,The method of claim 1,상기 (a) 단계는,In step (a),뇌 피질 영역에서 나타나는 세타 파워량(theta frequency amplitude)의 증가 또는 감마 파워량(gamma frequency amplitude)의 증가를 통하여 뇌 반응 활성화 정도를 측정하는 것을 특징으로 하는 뇌 자극을 통한 기억 향상 방법.A method for improving memory through brain stimulation, characterized by measuring the extent of brain response activation through an increase in theta frequency amplitude or an increase in the gamma frequency amplitude in the cerebral cortex.
- 제 5항에 있어서,The method of claim 5,상기 (b) 단계는,In step (b),상기 세타 파워량의 증가량 또는 상기 감마 파워량의 증가량과 상관관계가 가장 높은 영역을 뇌 피질 타깃 영역으로 선정하는 것을 특징으로 하는 뇌 자극을 통한 기억 향상 방법.And a region having the highest correlation with the increase amount of theta power amount or the increase amount of the gamma power amount is selected as a brain cortex target area.
- 제 1항에 있어서,The method of claim 1,상기 (b) 단계는,In step (b),사용자 뇌 피질 영역 중에서 뇌 반응 활성화가 가장 증가한 영역을 뇌 피질 타깃 영역으로 선정하는 것을 특징으로 하는 뇌 자극을 통한 기억 향상 방법.A method for improving memory through brain stimulation, comprising selecting a region of the user's cerebral cortex that has the highest brain response activation as a brain cortex target region.
- 제 1항에 있어서,The method of claim 1,상기 (d) 단계는,In step (d),침습적 또는 비침습적 방법을 통하여 물리적으로 뇌 피질 타깃 영역에 뇌 활성화 유도 전기 자극을 가하는 것을 특징으로 하는 뇌 자극을 통한 기억 향상 방법.A method of improving memory through brain stimulation, characterized by physically applying brain activation-induced electrical stimulation to a cortical target region through invasive or non-invasive methods.
- 제 1항에 있어서,The method of claim 1,(f) 뇌 반응 신호의 형태적 또는 시기적 특징점(feature)을 도출하고, 사용자 기억 능력을 평가하는 단계;(f) deriving a morphological or temporal feature of the brain response signal and evaluating user memory ability;를 더 포함하는 것을 특징으로 하는 뇌 자극을 통한 기억 향상 방법.Memory stimulation method through the brain stimulus, characterized in that it further comprises.
- 제 9항에 있어서,The method of claim 9,상기 특징점은,The feature point,특정 주파수, 주파수 영역 내의 진폭 값, 반응 시간, 저주파 및 고주파 정도 중 적어도 어느 하나의 정보를 포함하는 것을 특징으로 하는 뇌 자극을 통한 기억 향상 방법.A method for improving memory through brain stimulation, comprising at least one of information of a specific frequency, amplitude value in a frequency domain, response time, low frequency, and high frequency.
- 제 9항에 있어서,The method of claim 9,상기 (f) 단계는,Step (f),(f1) 측정용 샘플 신호별로 뇌 반응 신호를 검출하는 단계;(f1) detecting brain response signals for each measurement sample signal;(f2) 뇌의 타깃 영역별 샘플 신호별로 특징점을 산출하는 단계;(f2) calculating a feature point for each sample signal for each target region of the brain;(f3) 샘플 신호 및 타깃 영역을 선택하는 단계;(f3) selecting a sample signal and a target region;(f4) 선택된 샘플 신호의 기억 정확도를 산출하는 단계;(f4) calculating the storage accuracy of the selected sample signal;를 포함하는 것을 특징으로 하는 뇌 자극을 통한 기억 향상 방법.Memory stimulation method through a brain stimulus comprising a.
- 제 11항에 있어서,The method of claim 11,상기 (f) 단계는,Step (f),(f5) 상기 타깃 영역에 선택된 샘플 신호를 유도하는 뇌 자극 파라미터를 선정하는 단계;(f5) selecting brain stimulation parameters for inducing a selected sample signal in the target region;(f6) 선택된 신호를 타깃 영역에 뇌 자극 파라미터로 자극하는 단계;(f6) stimulating the selected signal to the target region with brain stimulation parameters;를 더 포함하는 것을 특징으로 하는 뇌 자극을 통한 기억 향상 방법.Memory stimulation method through the brain stimulus, characterized in that it further comprises.
- 제 9항에 있어서,The method of claim 9,상기 (f) 단계는,Step (f),뇌 반응 신호에서 잡음 신호를 제거하고 에포킹(epoching) 처리하는 것을 특징으로 하는 뇌 자극을 통한 기억 향상 방법.A method of improving memory through brain stimulation, characterized in that the noise signal is removed from the brain response signal and subjected to epoching.
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