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Consistent Recovery of Sensory Stimuli Encoded with MIMO Neural Circuits

We consider the problem of reconstructing finite energy stimuli encoded with a population of spiking leaky integrate-and-fire neurons. The reconstructed signal satisfies a consistency condition: when passed through the same neuron, it triggers the same spike train as the original stimulus. The recov...

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Detalles Bibliográficos
Autores principales: Lazar, Aurel A., Pnevmatikakis, Eftychios A.
Formato: Texto
Lenguaje:English
Publicado: Hindawi Publishing Corporation 2010
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC2754078/
https://www.ncbi.nlm.nih.gov/pubmed/19809513
http://dx.doi.org/10.1155/2010/469658