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Reading-out task variables as a low-dimensional reconstruction of neural spike trains in single trials

We propose a new model of the read-out of spike trains that exploits the multivariate structure of responses of neural ensembles. Assuming the point of view of a read-out neuron that receives synaptic inputs from a population of projecting neurons, synaptic inputs are weighted with a heterogeneous s...

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Wedi'i Gadw mewn:
Manylion Llyfryddiaeth
Cyhoeddwyd yn:PLoS One
Prif Awduron: Koren, Veronika, Andrei, Ariana R., Hu, Ming, Dragoi, Valentin, Obermayer, Klaus
Fformat: Artigo
Iaith:Inglês
Cyhoeddwyd: Public Library of Science 2019
Pynciau:
Mynediad Ar-lein:https://ncbi.nlm.nih.gov/pmc/articles/PMC6797168/
https://ncbi.nlm.nih.gov/pubmed/31622346
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1371/journal.pone.0222649
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