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Computing
Article . 2012 . Peer-reviewed
License: Springer TDM
Data sources: Crossref
image/svg+xml Jakob Voss, based on art designer at PLoS, modified by Wikipedia users Nina and Beao Closed Access logo, derived from PLoS Open Access logo. This version with transparent background. http://commons.wikimedia.org/wiki/File:Closed_Access_logo_transparent.svg Jakob Voss, based on art designer at PLoS, modified by Wikipedia users Nina and Beao
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Article . 2012
Data sources: zbMATH Open
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Bioinspired computing nets for directionality in vision

Authors: de Blasio, Gabriel; Moreno-Díaz, Arminda; Moreno-Díaz, Roberto;

Bioinspired computing nets for directionality in vision

Abstract

Directional selectivity to local visual stimuli appears in various levels of the visual pathway, being in the retina very conspicuous. Neurophysiology suggests that directionality (as well as other local and quasi-global filtering properties) are based in the space-time interactions of processes with different "memory" (latency). We draw inspiration from the corresponding underlying biological mechanisms to propose two general schemes for directionality computation in nets, compatible with other space-time filtering properties. First, a connectivistic mechanism based on bipolar-amacrine-ganglion cell interaction is proposed, by formalizing the classical proposals of early vision neurophysiologists. Second, inspired initially in the more recently described intrinsic directionality of amacrines, novel schemes are proposed where directionality appear as the computing consequence of adding memory to spatial filtering structures. The mathematical formulations are achieved by means of Newton Filters and Hermite Functionals.

0,807

0,33

SCIE

462

449

Q2

Keywords

visual neural nets, visual filters, Psychophysics and psychophysiology; perception, Visual neural nets, Systems biology, networks, Visual filters, Directionality, Probabilistic models, generic numerical methods in probability and statistics, Neural computation, Neural biology, neural computation, Hermite transforms, Newton filters, Applications of basic hypergeometric functions, 1203 Ciencia de los ordenadores

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selected citations
These citations are derived from selected sources.
This is an alternative to the "Influence" indicator, which also reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Citations provided by BIP!
popularity
This indicator reflects the "current" impact/attention (the "hype") of an article in the research community at large, based on the underlying citation network.
BIP!Popularity provided by BIP!
influence
This indicator reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Influence provided by BIP!
impulse
This indicator reflects the initial momentum of an article directly after its publication, based on the underlying citation network.
BIP!Impulse provided by BIP!
1
Average
Average
Average
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