EP3602287A4 - A neural model-based controller - Google Patents

A neural model-based controller Download PDF

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Publication number
EP3602287A4
EP3602287A4 EP18775291.0A EP18775291A EP3602287A4 EP 3602287 A4 EP3602287 A4 EP 3602287A4 EP 18775291 A EP18775291 A EP 18775291A EP 3602287 A4 EP3602287 A4 EP 3602287A4
Authority
EP
European Patent Office
Prior art keywords
based controller
neural model
neural
model
controller
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.)
Pending
Application number
EP18775291.0A
Other languages
German (de)
French (fr)
Other versions
EP3602287A1 (en
Inventor
Michael D. Howard
Steven W. SKORHEIM
Praveen K. PILLY
Current Assignee (The listed assignees may be inaccurate. Google has not performed a legal analysis and makes no representation or warranty as to the accuracy of the list.)
HRL Laboratories LLC
Original Assignee
HRL Laboratories LLC
Priority date (The priority date 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 date listed.)
Filing date
Publication date
Priority claimed from US15/682,065 external-priority patent/US10720076B1/en
Application filed by HRL Laboratories LLC filed Critical HRL Laboratories LLC
Publication of EP3602287A1 publication Critical patent/EP3602287A1/en
Publication of EP3602287A4 publication Critical patent/EP3602287A4/en
Pending legal-status Critical Current

Links

Classifications

    • 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
    • AHUMAN NECESSITIES
    • A61MEDICAL OR VETERINARY SCIENCE; HYGIENE
    • A61BDIAGNOSIS; SURGERY; IDENTIFICATION
    • A61B5/00Measuring for diagnostic purposes; Identification of persons
    • A61B5/24Detecting, measuring or recording bioelectric or biomagnetic signals of the body or parts thereof
    • A61B5/316Modalities, i.e. specific diagnostic methods
    • A61B5/369Electroencephalography [EEG]
    • GPHYSICS
    • G06COMPUTING; CALCULATING OR COUNTING
    • G06NCOMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
    • G06N3/00Computing arrangements based on biological models
    • G06N3/02Neural networks
    • G06N3/04Architecture, e.g. interconnection topology
    • G06N3/044Recurrent networks, e.g. Hopfield networks
    • GPHYSICS
    • G06COMPUTING; CALCULATING OR COUNTING
    • G06NCOMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
    • G06N3/00Computing arrangements based on biological models
    • G06N3/02Neural networks
    • G06N3/04Architecture, e.g. interconnection topology
    • G06N3/049Temporal neural networks, e.g. delay elements, oscillating neurons or pulsed inputs
    • 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
    • G06N3/088Non-supervised learning, e.g. competitive learning
    • GPHYSICS
    • G16INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR SPECIFIC APPLICATION FIELDS
    • G16HHEALTHCARE INFORMATICS, i.e. INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR THE HANDLING OR PROCESSING OF MEDICAL OR HEALTHCARE DATA
    • G16H20/00ICT specially adapted for therapies or health-improving plans, e.g. for handling prescriptions, for steering therapy or for monitoring patient compliance
    • G16H20/70ICT 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
    • GPHYSICS
    • G16INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR SPECIFIC APPLICATION FIELDS
    • G16HHEALTHCARE INFORMATICS, i.e. INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR THE HANDLING OR PROCESSING OF MEDICAL OR HEALTHCARE DATA
    • G16H40/00ICT specially adapted for the management or administration of healthcare resources or facilities; ICT specially adapted for the management or operation of medical equipment or devices
    • G16H40/60ICT specially adapted for the management or administration of healthcare resources or facilities; ICT specially adapted for the management or operation of medical equipment or devices for the operation of medical equipment or devices
    • GPHYSICS
    • G16INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR SPECIFIC APPLICATION FIELDS
    • G16HHEALTHCARE INFORMATICS, i.e. INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR THE HANDLING OR PROCESSING OF MEDICAL OR HEALTHCARE DATA
    • G16H50/00ICT specially adapted for medical diagnosis, medical simulation or medical data mining; ICT specially adapted for detecting, monitoring or modelling epidemics or pandemics
    • G16H50/50ICT specially adapted for medical diagnosis, medical simulation or medical data mining; ICT specially adapted for detecting, monitoring or modelling epidemics or pandemics for simulation or modelling of medical disorders
    • YGENERAL TAGGING OF NEW TECHNOLOGICAL DEVELOPMENTS; GENERAL TAGGING OF CROSS-SECTIONAL TECHNOLOGIES SPANNING OVER SEVERAL SECTIONS OF THE IPC; TECHNICAL SUBJECTS COVERED BY FORMER USPC CROSS-REFERENCE ART COLLECTIONS [XRACs] AND DIGESTS
    • Y02TECHNOLOGIES OR APPLICATIONS FOR MITIGATION OR ADAPTATION AGAINST CLIMATE CHANGE
    • Y02ATECHNOLOGIES FOR ADAPTATION TO CLIMATE CHANGE
    • Y02A90/00Technologies having an indirect contribution to adaptation to climate change
    • Y02A90/10Information and communication technologies [ICT] supporting adaptation to climate change, e.g. for weather forecasting or climate simulation
EP18775291.0A 2017-03-28 2018-01-19 A neural model-based controller Pending EP3602287A4 (en)

Applications Claiming Priority (4)

Application Number Priority Date Filing Date Title
US201762478020P 2017-03-28 2017-03-28
US15/682,065 US10720076B1 (en) 2016-10-20 2017-08-21 Closed-loop model-based controller for accelerating memory and skill acquisition
US201762570663P 2017-10-11 2017-10-11
PCT/US2018/014533 WO2018182827A1 (en) 2017-03-28 2018-01-19 A neural model-based controller

Publications (2)

Publication Number Publication Date
EP3602287A1 EP3602287A1 (en) 2020-02-05
EP3602287A4 true EP3602287A4 (en) 2021-01-06

Family

ID=63676595

Family Applications (1)

Application Number Title Priority Date Filing Date
EP18775291.0A Pending EP3602287A4 (en) 2017-03-28 2018-01-19 A neural model-based controller

Country Status (3)

Country Link
EP (1) EP3602287A4 (en)
CN (1) CN110337638B (en)
WO (1) WO2018182827A1 (en)

Families Citing this family (3)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN111000557B (en) * 2019-12-06 2022-04-15 天津大学 Noninvasive electroencephalogram signal analysis system applied to decompression skull operation
CN111202517B (en) * 2020-02-03 2022-06-24 山东师范大学 Sleep automatic staging method, system, medium and electronic equipment
CN113361683B (en) * 2021-05-18 2023-01-10 山东师范大学 Biological brain-imitation storage method and system

Citations (5)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US20110015469A1 (en) * 2008-04-09 2011-01-20 Lotus Magnus, Llc. Brain stimulation systems and methods
US20140057232A1 (en) * 2011-04-04 2014-02-27 Daniel Z. Wetmore Apparatus, system, and method for modulating consolidation of memory during sleep
US20150174418A1 (en) * 2012-06-22 2015-06-25 Thync, Inc. Device and Methods for Noninvasive Neuromodulation Using Targeted Transcranial Electrical Stimulation
WO2015191628A1 (en) * 2014-06-09 2015-12-17 The Regents Of The University Of California Systems and methods for restoring cognitive function
WO2016102602A1 (en) * 2014-12-22 2016-06-30 Icm (Institut Du Cerveau Et De La Moelle Épinière) Method and device for enhancing memory consolidation

Family Cites Families (5)

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Publication number Priority date Publication date Assignee Title
US8606732B2 (en) * 2010-08-04 2013-12-10 Qualcomm Incorporated Methods and systems for reward-modulated spike-timing-dependent-plasticity
TW201228635A (en) * 2011-01-14 2012-07-16 Univ Nat Cheng Kung Device and method for enhancing memory ability and parasympathetic activity
US9443190B2 (en) * 2011-11-09 2016-09-13 Qualcomm Incorporated Methods and apparatus for neural pattern sequence completion and neural pattern hierarchical replay by invoking replay of a referenced neural pattern
US9015091B2 (en) * 2011-11-09 2015-04-21 Qualcomm Incorporated Methods and apparatus for unsupervised neural replay, learning refinement, association and memory transfer: structural plasticity and structural constraint modeling
KR20160046887A (en) * 2013-08-27 2016-04-29 헤일로우 뉴로 아이엔씨. Method and system for providing electrical stimulation to a user

Patent Citations (5)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US20110015469A1 (en) * 2008-04-09 2011-01-20 Lotus Magnus, Llc. Brain stimulation systems and methods
US20140057232A1 (en) * 2011-04-04 2014-02-27 Daniel Z. Wetmore Apparatus, system, and method for modulating consolidation of memory during sleep
US20150174418A1 (en) * 2012-06-22 2015-06-25 Thync, Inc. Device and Methods for Noninvasive Neuromodulation Using Targeted Transcranial Electrical Stimulation
WO2015191628A1 (en) * 2014-06-09 2015-12-17 The Regents Of The University Of California Systems and methods for restoring cognitive function
WO2016102602A1 (en) * 2014-12-22 2016-06-30 Icm (Institut Du Cerveau Et De La Moelle Épinière) Method and device for enhancing memory consolidation

Non-Patent Citations (2)

* Cited by examiner, † Cited by third party
Title
SCHOUTEN DAPHNE I ET AL: "State of the art on targeted memory reactivation: Sleep your way to enhanced cognition", SLEEP MEDICINE REVIEWS, W.B. SAUNDERS, AMSTERDAM, NL, vol. 32, 21 April 2016 (2016-04-21), pages 123 - 131, XP029919632, ISSN: 1087-0792, DOI: 10.1016/J.SMRV.2016.04.002 *
See also references of WO2018182827A1 *

Also Published As

Publication number Publication date
CN110337638B (en) 2023-02-17
CN110337638A (en) 2019-10-15
EP3602287A1 (en) 2020-02-05
WO2018182827A1 (en) 2018-10-04

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