Search for items in this repository.
Distributed, layered and reliable computing nets to represent neuronal receptive fields
Moreno Díaz, Arminda and Blasio, Gabriel de and Moreno Díaz, Roberto
Distributed, layered and reliable computing nets to represent neuronal receptive fields.
"Mathematical Biosciences and Engineering", v. 11
||Distributed, layered and reliable computing nets to represent neuronal receptive fields
Moreno Díaz, Arminda
Blasio, Gabriel de
Moreno Díaz, Roberto
|Título de Revista/Publicación:
||Mathematical Biosciences and Engineering
||E.T.S. de Ingenieros Informáticos (UPM)
|Creative Commons Licenses:
||Recognition - No derivative works - Non commercial
Abstract. Receptive fields of retinal and other sensory neurons show a large
variety of spatiotemporal linear and non linear types of responses to local
stimuli. In visual neurons, these responses present either asymmetric sensitive
zones or center-surround organization. In most cases, the nature of the
responses suggests the existence of a kind of distributed computation prior to
the integration by the final cell which is evidently supported by the anatomy.
We describe a new kind of discrete and continuous filters to model the kind of
computations taking place in the receptive fields of retinal cells. To show their
performance in the analysis of diferent non-trivial neuron-like structures, we
use a computer tool specifically programmed by the authors to that efect. This
tool is also extended to study the efect of lesions on the whole performance of
our model nets.
|Comunidad de Madrid||P2009/ESP-1685||Unspecified||Unspecified||Unspecified|
|Government of Spain||MTM2011-28983- C03-03||Unspecified||Unspecified||Unspecified|
Check whether the anglo-saxon journal in which you have published an article allows you to also publish it under open access.
Check whether the spanish journal in which you have published an article allows you to also publish it under open access.