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...

Disgrifiad llawn

Wedi'i Gadw mewn:
Manylion Llyfryddiaeth
Prif Awduron: Xu, Kai, Wang, Yiwen, Wang, Fang, Liao, Yuxi, Zhang, Qiaosheng, Li, Hongbao, Zheng, Xiaoxiang
Fformat: Artigo
Iaith:Inglês
Cyhoeddwyd: Hindawi Publishing Corporation 2014
Pynciau:
Research Article
Mynediad Ar-lein: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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