EP4157089A4 - Messung und verstärkung von physiologischen/neurophysiologischen zuständen zur vorhersage überlegener leistung - Google Patents

Messung und verstärkung von physiologischen/neurophysiologischen zuständen zur vorhersage überlegener leistung Download PDF

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Publication number
EP4157089A4
EP4157089A4 EP21813613.3A EP21813613A EP4157089A4 EP 4157089 A4 EP4157089 A4 EP 4157089A4 EP 21813613 A EP21813613 A EP 21813613A EP 4157089 A4 EP4157089 A4 EP 4157089A4
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EP
European Patent Office
Prior art keywords
physiological
amplification
measuring
superior performance
predict
Prior art date
Legal status (The legal status is an assumption and is not a legal conclusion. Google has not performed a legal analysis and makes no representation as to the accuracy of the status listed.)
Withdrawn
Application number
EP21813613.3A
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English (en)
French (fr)
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EP4157089A2 (de
Inventor
Amy Kruse
Paul DEGUZMAN
Jacek Dmochowski
Paul Sajda
David Bach
Sam DEWITT
Jamie GALLO
Pawel GUCIK
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Optios Inc
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Optios Inc
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Publication date
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Publication of EP4157089A2 publication Critical patent/EP4157089A2/de
Publication of EP4157089A4 publication Critical patent/EP4157089A4/de
Withdrawn legal-status Critical Current

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    • G—PHYSICS
    • G16—INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR SPECIFIC APPLICATION FIELDS
    • G16H—HEALTHCARE INFORMATICS, i.e. INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR THE HANDLING OR PROCESSING OF MEDICAL OR HEALTHCARE DATA
    • G16H50/00—ICT specially adapted for medical diagnosis, medical simulation or medical data mining; ICT specially adapted for detecting, monitoring or modelling epidemics or pandemics
    • G16H50/20—ICT specially adapted for medical diagnosis, medical simulation or medical data mining; ICT specially adapted for detecting, monitoring or modelling epidemics or pandemics for computer-aided diagnosis, e.g. based on medical expert systems
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06N—COMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
    • G06N20/00—Machine learning
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06N—COMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
    • G06N3/00—Computing arrangements based on biological models
    • G06N3/02—Neural networks
    • G06N3/04—Architecture, e.g. interconnection topology
    • G06N3/044—Recurrent networks, e.g. Hopfield networks
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06N—COMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
    • G06N3/00—Computing arrangements based on biological models
    • G06N3/02—Neural networks
    • G06N3/04—Architecture, e.g. interconnection topology
    • G06N3/044—Recurrent networks, e.g. Hopfield networks
    • G06N3/0442—Recurrent networks, e.g. Hopfield networks characterised by memory or gating, e.g. long short-term memory [LSTM] or gated recurrent units [GRU]
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06N—COMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
    • G06N3/00—Computing arrangements based on biological models
    • G06N3/02—Neural networks
    • G06N3/08—Learning methods
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06N—COMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
    • G06N3/00—Computing arrangements based on biological models
    • G06N3/02—Neural networks
    • G06N3/08—Learning methods
    • G06N3/09—Supervised learning
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06N—COMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
    • G06N7/00—Computing arrangements based on specific mathematical models
    • G06N7/01—Probabilistic graphical models, e.g. probabilistic networks
    • G—PHYSICS
    • G16—INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR SPECIFIC APPLICATION FIELDS
    • G16H—HEALTHCARE INFORMATICS, i.e. INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR THE HANDLING OR PROCESSING OF MEDICAL OR HEALTHCARE DATA
    • G16H20/00—ICT specially adapted for therapies or health-improving plans, e.g. for handling prescriptions, for steering therapy or for monitoring patient compliance
    • G16H20/70—ICT specially adapted for therapies or health-improving plans, e.g. for handling prescriptions, for steering therapy or for monitoring patient compliance relating to mental therapies, e.g. psychological therapy or autogenous training
    • 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]

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  • Engineering & Computer Science (AREA)
  • Physics & Mathematics (AREA)
  • Theoretical Computer Science (AREA)
  • Health & Medical Sciences (AREA)
  • Data Mining & Analysis (AREA)
  • Software Systems (AREA)
  • General Physics & Mathematics (AREA)
  • Artificial Intelligence (AREA)
  • Evolutionary Computation (AREA)
  • General Health & Medical Sciences (AREA)
  • Computing Systems (AREA)
  • General Engineering & Computer Science (AREA)
  • Mathematical Physics (AREA)
  • Biomedical Technology (AREA)
  • Computational Linguistics (AREA)
  • Molecular Biology (AREA)
  • Biophysics (AREA)
  • Medical Informatics (AREA)
  • Life Sciences & Earth Sciences (AREA)
  • Public Health (AREA)
  • Epidemiology (AREA)
  • Primary Health Care (AREA)
  • Computer Vision & Pattern Recognition (AREA)
  • Probability & Statistics with Applications (AREA)
  • Psychology (AREA)
  • Developmental Disabilities (AREA)
  • Psychiatry (AREA)
  • Child & Adolescent Psychology (AREA)
  • Hospice & Palliative Care (AREA)
  • Databases & Information Systems (AREA)
  • Pathology (AREA)
  • Social Psychology (AREA)
  • Algebra (AREA)
  • Computational Mathematics (AREA)
  • Mathematical Analysis (AREA)
  • Mathematical Optimization (AREA)
  • Pure & Applied Mathematics (AREA)
  • Measurement And Recording Of Electrical Phenomena And Electrical Characteristics Of The Living Body (AREA)
  • Measurement Of The Respiration, Hearing Ability, Form, And Blood Characteristics Of Living Organisms (AREA)
EP21813613.3A 2020-05-24 2021-05-24 Messung und verstärkung von physiologischen/neurophysiologischen zuständen zur vorhersage überlegener leistung Withdrawn EP4157089A4 (de)

Applications Claiming Priority (4)

Application Number Priority Date Filing Date Title
US202063029475P 2020-05-24 2020-05-24
US202063051224P 2020-07-13 2020-07-13
US202163142227P 2021-01-27 2021-01-27
PCT/US2021/033902 WO2021242691A2 (en) 2020-05-24 2021-05-24 Measuring and strengthening physiological/neurophysiologial states predictive of superior performance

Publications (2)

Publication Number Publication Date
EP4157089A2 EP4157089A2 (de) 2023-04-05
EP4157089A4 true EP4157089A4 (de) 2023-11-01

Family

ID=78745746

Family Applications (1)

Application Number Title Priority Date Filing Date
EP21813613.3A Withdrawn EP4157089A4 (de) 2020-05-24 2021-05-24 Messung und verstärkung von physiologischen/neurophysiologischen zuständen zur vorhersage überlegener leistung

Country Status (3)

Country Link
EP (1) EP4157089A4 (de)
CA (1) CA3174397A1 (de)
WO (1) WO2021242691A2 (de)

Families Citing this family (10)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CA3174382A1 (en) * 2021-06-08 2022-12-08 Beau ALBISTON Measuring, strengthening, and adaptively responding to physiological/neurophysiological states
US12511691B2 (en) 2021-06-08 2025-12-30 Optios, Inc. Optimization of trading performance using both brain state models and operational performance models
KR102368638B1 (ko) * 2021-08-10 2022-02-25 최한철 인공지능 모델을 이용한 의사결정 방법, 서버 및 컴퓨터프로그램
CN114343639B (zh) * 2022-01-05 2024-04-12 北京理工大学 一种基于聚类-融合的脑电信号特征识别分析方法
CN114461069A (zh) * 2022-02-07 2022-05-10 上海图灵智算量子科技有限公司 一种基于量子cnn-lstm的情绪识别方法
CN116168035B (zh) * 2023-04-26 2023-06-30 首都医科大学附属北京天坛医院 一种脑熵的确定方法、系统、电子设备及存储介质
CN119073989B (zh) * 2024-05-31 2025-04-25 山东大学 基于皮电信号马尔可夫变迁场的压力状态评估方法及系统
CN118948303B (zh) * 2024-10-17 2025-02-07 中国科学院自动化研究所 一种脑力细粒度读取和解译的脑机接口装置
CN120337128B (zh) * 2025-03-31 2025-10-17 民航上海医院 一种基于lstm-mhsa算法和层级耦合框架的民航机组认知状态差异评估方法及系统
CN120105073B (zh) * 2025-05-07 2025-09-09 小舟科技有限公司 基于ai眼镜的个性化脑电模式识别方法、装置及设备

Citations (5)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US20090171942A1 (en) * 2007-12-31 2009-07-02 Bipin Suresh Predicting and ranking search query results
US20150199010A1 (en) * 2012-09-14 2015-07-16 Interaxon Inc. Systems and methods for collecting, analyzing, and sharing bio-signal and non-bio-signal data
US20160242690A1 (en) * 2013-12-17 2016-08-25 University Of Florida Research Foundation, Inc. Brain state advisory system using calibrated metrics and optimal time-series decomposition
US20160302720A1 (en) * 2007-04-05 2016-10-20 New York University System and Method for Pain Detection and Computation of a Pain Quantification Index
US20200008725A1 (en) * 2018-07-05 2020-01-09 Platypus Institute Identifying and strengthening physiological/neurophysiological states predictive of superior performance

Family Cites Families (3)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US8433660B2 (en) * 2009-12-01 2013-04-30 Microsoft Corporation Managing a portfolio of experts
US9489636B2 (en) * 2012-04-18 2016-11-08 Tagasauris, Inc. Task-agnostic integration of human and machine intelligence
US20160180234A1 (en) * 2014-12-23 2016-06-23 InsideSales.com, Inc. Using machine learning to predict performance of an individual in a role based on characteristics of the individual

Patent Citations (5)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US20160302720A1 (en) * 2007-04-05 2016-10-20 New York University System and Method for Pain Detection and Computation of a Pain Quantification Index
US20090171942A1 (en) * 2007-12-31 2009-07-02 Bipin Suresh Predicting and ranking search query results
US20150199010A1 (en) * 2012-09-14 2015-07-16 Interaxon Inc. Systems and methods for collecting, analyzing, and sharing bio-signal and non-bio-signal data
US20160242690A1 (en) * 2013-12-17 2016-08-25 University Of Florida Research Foundation, Inc. Brain state advisory system using calibrated metrics and optimal time-series decomposition
US20200008725A1 (en) * 2018-07-05 2020-01-09 Platypus Institute Identifying and strengthening physiological/neurophysiological states predictive of superior performance

Also Published As

Publication number Publication date
WO2021242691A2 (en) 2021-12-02
EP4157089A2 (de) 2023-04-05
CA3174397A1 (en) 2021-12-02
WO2021242691A3 (en) 2021-12-30

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