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Neuromorphic Decoding of Spinal Motor Neuron Behaviour during Natural Hand Movements for a New Generation of Wearable Neural Interfaces

2022-03-18

Abstract excerpt

<title>Abstract</title> <p>We propose a neuromorphic framework to process the activity of human spinal motor neurons for movement intention recognition. This framework is integrated in a non-invasive interface that decodes the activity of motor neurons innervating intrinsic and extrinsic hand muscles. One of the main limitations of current neural interfaces is that machine learning models cannot exploit the effic...

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Literature Corpus work
71796791-69e8-521c-a078-de1e9e8805d7
DOI
10.21203/rs.3.rs-1465054/v1
Open publication

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Neuromorphic Decoding of Spinal Motor Neuron Behaviour during Natural Hand Movements for a New Generation of Wearable Neural InterfacesDOI 10.21203/rs.3.rs-1465054/v1
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