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Brain-inspired spiking neural networks for decoding and understanding muscle activity and kinematics from electroencephalography signals during hand movements

Compared to the abilities of the animal brain, many Artificial Intelligence systems have limitations which emphasise the need for a Brain-Inspired Artificial Intelligence paradigm. This paper proposes a novel Brain-Inspired Spiking Neural Network (BI-SNN) model for incremental learning of spike sequ...

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Bibliografski detalji
Izdano u:Sci Rep
Glavni autori: Kumarasinghe, Kaushalya, Kasabov, Nikola, Taylor, Denise
Format: Artigo
Jezik:Inglês
Izdano: Nature Publishing Group UK 2021
Teme:
Online pristup:https://ncbi.nlm.nih.gov/pmc/articles/PMC7844055/
https://ncbi.nlm.nih.gov/pubmed/33510245
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1038/s41598-021-81805-4
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