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Neural Decoding Using a Parallel Sequential Monte Carlo Method on Point Processes with Ensemble Effect

Sequential Monte Carlo estimation on point processes has been successfully applied to predict the movement from neural activity. However, there exist some issues along with this method such as the simplified tuning model and the high computational complexity, which may degenerate the decoding perfor...

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Detalhes bibliográficos
Main Authors: Xu, Kai, Wang, Yiwen, Wang, Fang, Liao, Yuxi, Zhang, Qiaosheng, Li, Hongbao, Zheng, Xiaoxiang
Formato: Artigo
Idioma:Inglês
Publicado em: Hindawi Publishing Corporation 2014
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC4052147/
https://ncbi.nlm.nih.gov/pubmed/24949462
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1155/2014/685492
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