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Deep Learning of Explainable EEG Patterns as Dynamic Spatiotemporal Clusters and Rules in a Brain-Inspired Spiking Neural Network

The paper proposes a new method for deep learning and knowledge discovery in a brain-inspired Spiking Neural Networks (SNN) architecture that enhances the model’s explainability while learning from streaming spatiotemporal brain data (STBD) in an incremental and on-line mode of operation. This led t...

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Detalhes bibliográficos
Publicado no:Sensors (Basel)
Main Authors: Doborjeh, Maryam, Doborjeh, Zohreh, Kasabov, Nikola, Barati, Molood, Wang, Grace Y.
Formato: Artigo
Idioma:Inglês
Publicado em: MDPI 2021
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC8309947/
https://ncbi.nlm.nih.gov/pubmed/34300640
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.3390/s21144900
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