Article View: es.comp.neuronal
Article #1323UCSD Cogsci TR
From: Javier R. Movellan
Date: Fri, 04 Apr 1997 00:00
Date: Fri, 04 Apr 1997 00:00
27 lines
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1823 bytes
The following technical report is available online at
http://cogsci.ucsd.edu (follow links to Tech Reports & Software )
Physical copies are also available (see the site for information).
Analysis of Direction Selectivity Arising From
Recurrent Cortical Interactions.
Paul Mineiro and David Zipser
UCSD Cogsci TR.97.03
The relative contributions of feedforward and recurrent connectivity to the
direction selective responses of cells in layer IVB of primary visual cortex
is currently the subject of debate in the neuroscience community. Recently
biophysically detailed simulations have shown realistic direction selective
responses can be achieved via recurrent cortical interactions between cells
with non-direction selective feedforward input
\cite{Koch:DS,Maex:SpikeMotion}. Unfortunately the complexity of these
models, while desirable for detailed comparison with biology, are difficult
to analyze mathematically. In this paper a relatively simple cortical
dynamical model is used to analyze the emergence of direction selective
responses via recurrent interactions. Comparison between a model based on
our analysis and physiological data is presented. The approach also allows
analysis of the recurrently propagated signal, revealing the predictive
nature of the implementation.
Technical Details
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X-Google-Language: ENGLISH,ASCII-7-bit X-Google-Thread: 108436,503e1c14344faa8f,start X-Google-Attributes: gid108436,public From: "Javier R. Movellan" <movellan@ergo.ucsd.edu> Subject: UCSD Cogsci TR Date: 1997/04/04 Message-ID: <199704042227.OAA31931@ergo.ucsd.edu> X-Deja-AN: 231023998 To: connectionists@cs.cmu.edu Reply-To: neuras-list@etsiig.uniovi.es Newsgroups: es.comp.neuronal