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Reconstruction of Sensory Stimuli Encoded with Integrate-and-Fire Neurons with Random Thresholds

We present a general approach to the reconstruction of sensory stimuli encoded with leaky integrate-and-fire neurons with random thresholds. The stimuli are modeled as elements of a Reproducing Kernel Hilbert Space. The reconstruction is based on finding a stimulus that minimizes a regularized quadr...

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Detalhes bibliográficos
Main Authors: Lazar, Aurel A., Pnevmatikakis, Eftychios A.
Formato: Artigo
Idioma:Inglês
Publicado em: 2009
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC3783269/
https://ncbi.nlm.nih.gov/pubmed/24077610
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1155/2009/682930
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