KR102300459B9 - - - apparatus and method for generating a space-frequency feature map for deep-learning based brain-computer interface - Google Patents

- - apparatus and method for generating a space-frequency feature map for deep-learning based brain-computer interface

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Publication number
KR102300459B9
KR102300459B9 KR1020190085354A KR20190085354A KR102300459B9 KR 102300459 B9 KR102300459 B9 KR 102300459B9 KR 1020190085354 A KR1020190085354 A KR 1020190085354A KR 20190085354 A KR20190085354 A KR 20190085354A KR 102300459 B9 KR102300459 B9 KR 102300459B9
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South Korea
Prior art keywords
deep
generating
space
feature map
computer interface
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KR1020190085354A
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Korean (ko)
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KR102300459B1 (en
KR20200059129A (en
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이성환
방지선
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고려대학교 산학협력단
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    • GPHYSICS
    • G06COMPUTING; CALCULATING OR COUNTING
    • G06NCOMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
    • G06N3/00Computing arrangements based on biological models
    • G06N3/02Neural networks
    • G06N3/08Learning methods
    • GPHYSICS
    • G06COMPUTING; CALCULATING OR COUNTING
    • G06FELECTRIC DIGITAL DATA PROCESSING
    • G06F3/00Input arrangements for transferring data to be processed into a form capable of being handled by the computer; Output arrangements for transferring data from processing unit to output unit, e.g. interface arrangements
    • G06F3/01Input arrangements or combined input and output arrangements for interaction between user and computer
    • G06F3/011Arrangements for interaction with the human body, e.g. for user immersion in virtual reality
    • G06F3/015Input arrangements based on nervous system activity detection, e.g. brain waves [EEG] detection, electromyograms [EMG] detection, electrodermal response detection

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  • Engineering & Computer Science (AREA)
  • Theoretical Computer Science (AREA)
  • General Engineering & Computer Science (AREA)
  • Physics & Mathematics (AREA)
  • General Health & Medical Sciences (AREA)
  • Health & Medical Sciences (AREA)
  • General Physics & Mathematics (AREA)
  • Biomedical Technology (AREA)
  • Computing Systems (AREA)
  • Mathematical Physics (AREA)
  • Data Mining & Analysis (AREA)
  • Molecular Biology (AREA)
  • Computational Linguistics (AREA)
  • Biophysics (AREA)
  • Artificial Intelligence (AREA)
  • Evolutionary Computation (AREA)
  • Software Systems (AREA)
  • Life Sciences & Earth Sciences (AREA)
  • Dermatology (AREA)
  • Neurology (AREA)
  • Neurosurgery (AREA)
  • Human Computer Interaction (AREA)
  • Measurement And Recording Of Electrical Phenomena And Electrical Characteristics Of The Living Body (AREA)
  • User Interface Of Digital Computer (AREA)
KR1020190085354A 2018-11-20 2019-07-15 Apparatus and method for generating a space-frequency feature map for deep-running based brain-computer interface KR102300459B1 (en)

Applications Claiming Priority (2)

Application Number Priority Date Filing Date Title
KR1020180143330 2018-11-20
KR20180143330 2018-11-20

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KR20200059129A KR20200059129A (en) 2020-05-28
KR102300459B1 KR102300459B1 (en) 2021-09-10
KR102300459B9 true KR102300459B9 (en) 2023-09-07

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Families Citing this family (3)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
KR102459296B1 (en) * 2020-07-22 2022-10-27 울산과학기술원 Method and apparatus for extracting neuronal networking properties related to kinematic parameters for decoding process
CN113100783A (en) * 2021-02-23 2021-07-13 厦门大学 Spatial domain feature enhancement method based on electroencephalogram motor imagery
KR102570451B1 (en) * 2022-07-29 2023-08-28 고려대학교 세종산학협력단 Apparatus and method for design parameter evaluation of user-adapted voice-user interaction system using bio-signals

Family Cites Families (7)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
KR101293446B1 (en) 2011-04-29 2013-08-05 가톨릭대학교 산학협력단 Electroencephalography Classification Method for Movement Imagination and Apparatus Thereof
US9510756B2 (en) * 2012-03-05 2016-12-06 Siemens Healthcare Gmbh Method and system for diagnosis of attention deficit hyperactivity disorder from magnetic resonance images
KR101724939B1 (en) * 2015-10-28 2017-04-07 한양대학교 산학협력단 System and method for predicting intention of user using brain wave
KR101842750B1 (en) * 2015-11-26 2018-03-27 인하대학교 산학협력단 Realtime simulator for brainwaves training and interface device using realtime simulator
KR101777948B1 (en) * 2016-02-19 2017-09-12 정영규 Apparatus for automatically detecting an object using an entropy and difference of background rate of change
KR20200086316A (en) * 2017-11-10 2020-07-16 엘비스 코포레이션 Efficacy and/or therapeutic parameter recommendations using individual patient data and therapeutic brain network maps
KR20190060606A (en) * 2017-11-24 2019-06-03 삼성전자주식회사 Apparatus and method for diagnosis of medical image

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KR20200059129A (en) 2020-05-28

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