JP2024521768A - 神経活動からのリアルタイム単語及び発話復号のための方法及びデバイス - Google Patents

神経活動からのリアルタイム単語及び発話復号のための方法及びデバイス Download PDF

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JP2024521768A
JP2024521768A JP2023572722A JP2023572722A JP2024521768A JP 2024521768 A JP2024521768 A JP 2024521768A JP 2023572722 A JP2023572722 A JP 2023572722A JP 2023572722 A JP2023572722 A JP 2023572722A JP 2024521768 A JP2024521768 A JP 2024521768A
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signal data
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speech
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JP2024521768A5 (enExample
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モーゼス，デヴィッド
リュウ，ジェシー
メッツガー，ショーン
チャン，エドワード
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University of California San Diego UCSD
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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
    • A61B5/72—Signal processing specially adapted for physiological signals or for diagnostic purposes
    • A61B5/7235—Details of waveform analysis
    • A61B5/7264—Classification of physiological signals or data, e.g. using neural networks, statistical classifiers, expert systems or fuzzy systems
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06F—ELECTRIC DIGITAL DATA PROCESSING
    • G06F3/00—Input 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
    • G06F3/01—Input arrangements or combined input and output arrangements for interaction between user and computer
    • G06F3/011—Arrangements for interaction with the human body, e.g. for user immersion in virtual reality
    • G06F3/015—Input arrangements based on nervous system activity detection, e.g. brain waves [EEG] detection, electromyograms [EMG] detection, electrodermal response detection
    • 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
    • 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
    • A61B5/25—Bioelectric electrodes therefor
    • A61B5/279—Bioelectric electrodes therefor specially adapted for particular uses
    • A61B5/291—Bioelectric electrodes therefor specially adapted for particular uses for electroencephalography [EEG]
    • 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
    • A61B5/25—Bioelectric electrodes therefor
    • A61B5/279—Bioelectric electrodes therefor specially adapted for particular uses
    • A61B5/291—Bioelectric electrodes therefor specially adapted for particular uses for electroencephalography [EEG]
    • A61B5/293—Invasive
    • 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]
    • 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]
    • A61B5/37—Intracranial electroencephalography [IC-EEG], e.g. electrocorticography [ECoG]
    • 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]
    • A61B5/372—Analysis of electroencephalograms
    • A—HUMAN NECESSITIES
    • A61—MEDICAL OR VETERINARY SCIENCE; HYGIENE
    • A61B—DIAGNOSIS; SURGERY; IDENTIFICATION
    • A61B5/00—Measuring for diagnostic purposes; Identification of persons
    • A61B5/40—Detecting, measuring or recording for evaluating the nervous system
    • A61B5/4058—Detecting, measuring or recording for evaluating the nervous system for evaluating the central nervous system
    • A61B5/4064—Evaluating the brain
    • A—HUMAN NECESSITIES
    • A61—MEDICAL OR VETERINARY SCIENCE; HYGIENE
    • A61B—DIAGNOSIS; SURGERY; IDENTIFICATION
    • A61B5/00—Measuring for diagnostic purposes; Identification of persons
    • A61B5/48—Other medical applications
    • A61B5/4803—Speech analysis specially adapted for diagnostic purposes
    • A—HUMAN NECESSITIES
    • A61—MEDICAL OR VETERINARY SCIENCE; HYGIENE
    • A61B—DIAGNOSIS; SURGERY; IDENTIFICATION
    • A61B5/00—Measuring for diagnostic purposes; Identification of persons
    • A61B5/72—Signal processing specially adapted for physiological signals or for diagnostic purposes
    • A61B5/7235—Details of waveform analysis
    • A61B5/7264—Classification of physiological signals or data, e.g. using neural networks, statistical classifiers, expert systems or fuzzy systems
    • A61B5/7267—Classification of physiological signals or data, e.g. using neural networks, statistical classifiers, expert systems or fuzzy systems involving training the classification device
    • A—HUMAN NECESSITIES
    • A61—MEDICAL OR VETERINARY SCIENCE; HYGIENE
    • A61B—DIAGNOSIS; SURGERY; IDENTIFICATION
    • A61B5/00—Measuring for diagnostic purposes; Identification of persons
    • A61B5/72—Signal processing specially adapted for physiological signals or for diagnostic purposes
    • A61B5/7271—Specific aspects of physiological measurement analysis
    • A61B5/7278—Artificial waveform generation or derivation, e.g. synthesizing signals from measured signals
    • A—HUMAN NECESSITIES
    • A61—MEDICAL OR VETERINARY SCIENCE; HYGIENE
    • A61B—DIAGNOSIS; SURGERY; IDENTIFICATION
    • A61B5/00—Measuring for diagnostic purposes; Identification of persons
    • A61B5/74—Details of notification to user or communication with user or patient; User input means
    • A61B5/7405—Details of notification to user or communication with user or patient; User input means using sound
    • A61B5/741—Details of notification to user or communication with user or patient; User input means using sound using synthesised speech
    • A—HUMAN NECESSITIES
    • A61—MEDICAL OR VETERINARY SCIENCE; HYGIENE
    • A61B—DIAGNOSIS; SURGERY; IDENTIFICATION
    • A61B5/00—Measuring for diagnostic purposes; Identification of persons
    • A61B5/74—Details of notification to user or communication with user or patient; User input means
    • A61B5/742—Details of notification to user or communication with user or patient; User input means using visual displays
    • G—PHYSICS
    • G10—MUSICAL INSTRUMENTS; ACOUSTICS
    • G10L—SPEECH ANALYSIS TECHNIQUES OR SPEECH SYNTHESIS; SPEECH RECOGNITION; SPEECH OR VOICE PROCESSING TECHNIQUES; SPEECH OR AUDIO CODING OR DECODING
    • G10L13/00—Speech synthesis; Text to speech systems
    • G10L13/08—Text analysis or generation of parameters for speech synthesis out of text, e.g. grapheme to phoneme translation, prosody generation or stress or intonation determination
    • G—PHYSICS
    • G10—MUSICAL INSTRUMENTS; ACOUSTICS
    • G10L—SPEECH ANALYSIS TECHNIQUES OR SPEECH SYNTHESIS; SPEECH RECOGNITION; SPEECH OR VOICE PROCESSING TECHNIQUES; SPEECH OR AUDIO CODING OR DECODING
    • G10L15/00—Speech recognition
    • G10L15/24—Speech recognition using non-acoustical features

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  • Health & Medical Sciences (AREA)
  • Life Sciences & Earth Sciences (AREA)
  • Engineering & Computer Science (AREA)
  • Physics & Mathematics (AREA)
  • Biomedical Technology (AREA)
  • General Health & Medical Sciences (AREA)
  • Public Health (AREA)
  • Surgery (AREA)
  • Molecular Biology (AREA)
  • Animal Behavior & Ethology (AREA)
  • Medical Informatics (AREA)
  • Heart & Thoracic Surgery (AREA)
  • Biophysics (AREA)
  • Pathology (AREA)
  • Veterinary Medicine (AREA)
  • Psychiatry (AREA)
  • Artificial Intelligence (AREA)
  • Psychology (AREA)
  • Physiology (AREA)
  • Neurosurgery (AREA)
  • Signal Processing (AREA)
  • Computer Vision & Pattern Recognition (AREA)
  • Mathematical Physics (AREA)
  • Evolutionary Computation (AREA)
  • Fuzzy Systems (AREA)
  • Audiology, Speech & Language Pathology (AREA)
  • Neurology (AREA)
  • Human Computer Interaction (AREA)
  • Theoretical Computer Science (AREA)
  • Acoustics & Sound (AREA)
  • Multimedia (AREA)
  • Computational Linguistics (AREA)
  • General Engineering & Computer Science (AREA)
  • Dermatology (AREA)
  • General Physics & Mathematics (AREA)
  • Machine Translation (AREA)
  • Measurement And Recording Of Electrical Phenomena And Electrical Characteristics Of The Living Body (AREA)
  • Compression, Expansion, Code Conversion, And Decoders (AREA)
  • Electrically Operated Instructional Devices (AREA)
JP2023572722A 2021-05-26 2022-05-26 神経活動からのリアルタイム単語及び発話復号のための方法及びデバイス Pending JP2024521768A (ja)

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US202163193351P 2021-05-26 2021-05-26
US63/193,351 2021-05-26
PCT/US2022/031101 WO2022251472A1 (en) 2021-05-26 2022-05-26 Methods and devices for real-time word and speech decoding from neural activity

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JP2024521768A5 JP2024521768A5 (enExample) 2025-05-30

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EP (1) EP4329615A4 (enExample)
JP (1) JP2024521768A (enExample)
KR (1) KR20240024095A (enExample)
CN (1) CN117693315A (enExample)
AU (1) AU2022282378A1 (enExample)
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US12530535B2 (en) * 2022-10-31 2026-01-20 Zoom Communications, Inc. Intelligent prediction of next step sentences from a communication session
CN116206150A (zh) * 2023-01-09 2023-06-02 阿里巴巴（中国）有限公司 任务处理方法、地物分类方法及任务模型训练方法
US20240264670A1 (en) * 2023-02-03 2024-08-08 Georgia Tech Research Corporation Systems and Methods for Determining the Coupling Response of a Non-Linear Variant System
CN116225222A (zh) * 2023-02-26 2023-06-06 北京航空航天大学 基于轻量级梯度提升决策树的脑机交互意图识别方法及系统
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EP4704703A1 (en) * 2023-06-06 2026-03-11 The Regents of University of California Methods and systems for translation of neural activity into embodied digital-avatar animation
US12469507B2 (en) 2023-06-14 2025-11-11 Microsoft Technology Licensing, Llc Predictive context-based decoder correction
US20240419895A1 (en) * 2023-06-14 2024-12-19 Microsoft Technology Licensing, Llc Context-based decoder correction
WO2025076530A1 (en) * 2023-10-06 2025-04-10 Precision Neuroscience Corporation Systems and methods for visualizing brain activity in real time at high spatial and temporal resolution
CN117058514B (zh) * 2023-10-12 2024-04-02 之江实验室 基于图神经网络的多模态脑影像数据融合解码方法和装置
WO2025080841A1 (en) 2023-10-12 2025-04-17 The Regents Of The University Of California Methods for inside-out deployment of microelectrode arrays and devices and systems for same
CN117130490B (zh) * 2023-10-26 2024-01-26 天津大学 一种脑机接口控制系统及其控制方法和实现方法
CN117131426B (zh) * 2023-10-26 2024-01-19 一网互通(北京)科技有限公司 基于预训练的品牌识别方法、装置及电子设备
CN117238277B (zh) * 2023-11-09 2024-01-19 北京水滴科技集团有限公司 意图识别方法、装置、存储介质及计算机设备
CN117851769B (zh) * 2023-11-30 2024-06-21 浙江大学 一种面向侵入式脑机接口的汉字书写解码方法
US20250218434A1 (en) * 2023-12-29 2025-07-03 Cx360, Inc. Automated prompt finder
CN117708546B (zh) * 2024-02-05 2024-05-10 北京智冉医疗科技有限公司 基于侵入式脑机接口的高通量神经信号的解码方法及装置
US12588859B2 (en) * 2024-03-21 2026-03-31 The Education University Of Hong Kong System and method for interacting with human brain activities using EEG-fNIRS neurofeedback
CN118095447B (zh) * 2024-04-12 2024-06-25 清华大学 大语言模型分布式推理方法及装置、介质
CN118095295B (zh) * 2024-04-28 2024-07-09 昆明理工大学 渐进式预训练和提示增强低资源语言的跨语言摘要方法
CN118766414B (zh) * 2024-04-30 2025-05-09 中国科学院心理研究所 一种基于跨模态脑功能连接图谱的书写能力脑指纹构建方法及系统
WO2025235580A1 (en) * 2024-05-08 2025-11-13 The Regents Of The University Of California Systems and methods for decoding biosignals of a person indicative of speech
CN119402342B (zh) * 2024-09-24 2026-04-17 中国南方电网有限责任公司 电力通信网的故障定位方法、系统及电子设备
CN119691418B (zh) * 2024-11-26 2025-11-14 神州数码(中国)有限公司 模型评估方法、装置、电子设备和计算机可读存储介质
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WO2022251472A1 (en) 2022-12-01
CA3220064A1 (en) 2022-12-01
CN117693315A (zh) 2024-03-12
AU2022282378A1 (en) 2023-12-14
US20240366157A1 (en) 2024-11-07
WO2022251472A9 (en) 2023-11-09
EP4329615A1 (en) 2024-03-06
EP4329615A4 (en) 2025-01-01

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