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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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Autors principals: Xu, Kai, Wang, Yiwen, Wang, Fang, Liao, Yuxi, Zhang, Qiaosheng, Li, Hongbao, Zheng, Xiaoxiang
Format: Artigo
Idioma:Inglês
Publicat: Hindawi Publishing Corporation 2014
Matèries:
Accés en línia: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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