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Inference and Decoding of Motor Cortex Low-Dimensional Dynamics via Latent State-Space Models

Motor cortex neuronal ensemble spiking activity exhibits strong low-dimensional collective dynamics (i.e., coordinated modes of activity) during behavior. Here, we demonstrate that these low-dimensional dynamics, revealed by unsupervised latent state-space models, can provide as accurate or better r...

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Veröffentlicht in:IEEE Trans Neural Syst Rehabil Eng
Hauptverfasser: Aghagolzadeh, Mehdi, Truccolo, Wilson
Format: Artigo
Sprache:Inglês
Veröffentlicht: 2015
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Online Zugang:https://ncbi.nlm.nih.gov/pmc/articles/PMC4910090/
https://ncbi.nlm.nih.gov/pubmed/26336135
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1109/TNSRE.2015.2470527
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