Decoding of two hand grasping types from EEG Article Swipe

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Iñaki Iturrate , Robert Leeb , Ricardo Chavarriaga , José del R. Millán ·

YOU? · · 2020 · Open Access · · DOI: https://doi.org/10.3217/978-3-85125-467-9-66

Introduction: Arm and hand movements are essential for performing activities of daily living (ADL). As a result, people with severe motor disabilities would greatly benefit from hand neuroprostheses for restoring grasping capabilities. Non-invasive prostheses mostly rely on EEG correlates of reaching, such as anticipatory potentials for movement initiation [1] or sensorimotor rhythms for movement execution [2]. In this work, we report EEG correlates for two different grasping types and the feasibility of performing reliable detection in single trials.

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Electroencephalography

Physical Medicine And Rehabilitation

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Electroencephalography Physical medicine and rehabilitation Movement (music) Activities of daily living Computer science Psychology Decoding methods Rhythm Cognitive psychology Neuroscience Medicine Philosophy Telecommunications Aesthetics Psychiatry Internal medicine

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Type: article
Language: en
Landing Page: http://infoscience.epfl.ch/record/218934
PDF: https://infoscience.epfl.ch/record/218934/files/paper_066.pdf
OA Status: gold
Cited By: 7
References: 5
Related Works: 20
OpenAlex ID: https://openalex.org/W2476412866

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DOI: https://doi.org/10.3217/978-3-85125-467-9-66

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Title: Decoding of two hand grasping types from EEG

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Type: article

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Language: en

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Publication year: 2020

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Publication date: 2020-04-07

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Authors: Iñaki Iturrate, Robert Leeb, Ricardo Chavarriaga, José del R. Millán

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Landing page: https://infoscience.epfl.ch/record/218934

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PDF URL: https://infoscience.epfl.ch/record/218934/files/paper_066.pdf

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Concepts: Electroencephalography, Physical medicine and rehabilitation, Movement (music), Activities of daily living, Computer science, Psychology, Decoding methods, Rhythm, Cognitive psychology, Neuroscience, Medicine, Philosophy, Telecommunications, Aesthetics, Psychiatry, Internal medicine

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Cited by: 7

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