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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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| Publicado no: | IEEE Trans Neural Syst Rehabil Eng |
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| Main Authors: | , |
| Formato: | Artigo |
| Idioma: | Inglês |
| Publicado em: |
2015
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| Assuntos: | |
| Acesso em linha: | 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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