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...

Celý popis

Podrobná bibliografia

Vydané v:	bioRxiv
Hlavní autori:	Shevchenko, Olena, Yeremeieva, Sofiia, Laschowski, Brokoslaw
Médium:	Paper
Jazyk:	English
Vydavateľské údaje:	Cold Spring Harbor Cold Spring Harbor Laboratory Press 10.12.2024 Cold Spring Harbor Laboratory
Vydanie:	1.1
Predmet:	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
On-line prístup:	Získať plný text
Tagy:	Pridať tag Žiadne tagy, Buďte prvý, kto otaguje tento záznam!