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1. WO2020205744 - SYSTEMS AND METHODS FOR CONTROL SCHEMES BASED ON NEUROMUSCULAR DATA

Publication Number WO/2020/205744
Publication Date 08.10.2020
International Application No. PCT/US2020/025735
International Filing Date 30.03.2020
IPC
G06F 3/01 2006.01
GPHYSICS
06COMPUTING; CALCULATING OR COUNTING
FELECTRIC DIGITAL DATA PROCESSING
3Input 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
01Input arrangements or combined input and output arrangements for interaction between user and computer
CPC
G06F 3/015
GPHYSICS
06COMPUTING; CALCULATING; COUNTING
FELECTRIC DIGITAL DATA PROCESSING
3Input 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
01Input arrangements or combined input and output arrangements for interaction between user and computer
011Arrangements for interaction with the human body, e.g. for user immersion in virtual reality
015Input arrangements based on nervous system activity detection, e.g. brain waves [EEG] detection, electromyograms [EMG] detection, electrodermal response detection
G06F 3/04883
GPHYSICS
06COMPUTING; CALCULATING; COUNTING
FELECTRIC DIGITAL DATA PROCESSING
3Input 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
01Input arrangements or combined input and output arrangements for interaction between user and computer
048Interaction techniques based on graphical user interfaces [GUI]
0487using specific features provided by the input device, e.g. functions controlled by the rotation of a mouse with dual sensing arrangements, or of the nature of the input device, e.g. tap gestures based on pressure sensed by a digitiser
0488using a touch-screen or digitiser, e.g. input of commands through traced gestures
04883for entering handwritten data, e.g. gestures, text
G06K 9/6251
GPHYSICS
06COMPUTING; CALCULATING; COUNTING
KRECOGNITION OF DATA; PRESENTATION OF DATA; RECORD CARRIERS; HANDLING RECORD CARRIERS
9Methods or arrangements for reading or recognising printed or written characters or for recognising patterns, e.g. fingerprints
62Methods or arrangements for recognition using electronic means
6217Design or setup of recognition systems and techniques; Extraction of features in feature space; Clustering techniques; Blind source separation
6232Extracting features by transforming the feature space, e.g. multidimensional scaling; Mappings, e.g. subspace methods
6251based on a criterion of topology preservation, e.g. multidimensional scaling, self-organising maps
G06K 9/6263
GPHYSICS
06COMPUTING; CALCULATING; COUNTING
KRECOGNITION OF DATA; PRESENTATION OF DATA; RECORD CARRIERS; HANDLING RECORD CARRIERS
9Methods or arrangements for reading or recognising printed or written characters or for recognising patterns, e.g. fingerprints
62Methods or arrangements for recognition using electronic means
6217Design or setup of recognition systems and techniques; Extraction of features in feature space; Clustering techniques; Blind source separation
6262Validation, performance evaluation or active pattern learning techniques
6263based on the feedback of a supervisor
Applicants
  • FACEBOOK TECHNOLOGIES LLC [US]/[US]
Inventors
  • REISMAN, Jason
  • RUBIN, Ran
  • JAYARAM, Vinay
  • SINGHAL, Tanay
  • WETMORE, Daniel
Agents
  • THOMAS, Daniel, A.
  • MOON, William, A.
Priority Data
16/833,62629.03.2020US
62/826,49329.03.2019US
62/840,80330.04.2019US
62/968,49531.01.2020US
Publication Language English (EN)
Filing Language English (EN)
Designated States
Title
(EN) SYSTEMS AND METHODS FOR CONTROL SCHEMES BASED ON NEUROMUSCULAR DATA
(FR) SYSTÈMES ET PROCÉDÉS POUR SCHÉMAS DE COMMANDE BASÉS SUR DES DONNÉES NEUROMUSCULAIRES
Abstract
(EN)
The disclosed systems and methods are generally directed generating user control schemes based on neuromuscular data. The disclosed systems and methods may comprise feature space or latent space representations of neuromuscular data to train users and for users to achieve greater neuromuscular control of machines and computers. In certain embodiments, the systems and methods employ multiple distinct inferential models (e.g., full control schemes using inferential models trained in multiple regions of a feature space). Various other methods, systems, and computer-readable media are also disclosed.
(FR)
De manière générale, les systèmes et les procédés de l'invention sont destinés à générer des schémas de commande d'utilisateur basés sur des données neuromusculaires. Les systèmes et les procédés de l'invention peuvent comprendre un espace de caractéristiques ou des représentations spatiales latentes de données neuromusculaires pour former des utilisateurs et leur permettre d'obtenir une meilleure commande neuromusculaire des machines et des ordinateurs. Dans certains modes de réalisation, les systèmes et les procédés utilisent de multiples modèles inférentiels distincts (par exemple, des schémas de commande complets utilisant des modèles inférentiels appris dans de multiples zones d'un espace de caractéristiques). La présente invention concerne également divers autres procédés, systèmes et supports lisibles par ordinateur.
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