Comparative analysis of neural decoding algorithms for brain-machine interfaces

Accurate neural decoding of brain dynamics remains a significant and open challenge in brain-machine interfaces. While various signal processing, feature extraction, and classification algorithms have been proposed, a systematic comparison of these is lacking. Accordingly, here we conducted one of t...

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Bibliographic Details

Published in:	bioRxiv
Main Authors:	Shevchenko, Olena, Yeremeieva, Sofiia, Laschowski, Brokoslaw
Format:	Paper
Language:	English
Published:	Cold Spring Harbor Cold Spring Harbor Laboratory Press 10.12.2024 Cold Spring Harbor Laboratory
Edition:	1.1
Subjects:	Algorithms Classification Comparative analysis Computers Fourier analysis Fourier transforms Information processing Interfaces Long short-term memory Neural coding Neural networks Neuroscience Signal processing
ISSN:	2692-8205, 2692-8205
Online Access:	Get full text
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