Literature DB >> 9472486

Analysis of direction selectivity arising from recurrent cortical interactions.

P Mineiro1, D Zipser.   

Abstract

The relative contributions of feedforward and recurrent connectivity to the direction-selective responses of cells in layer IVB of primary visual cortex are currently the subject of debate in the neuroscience community. Recently, biophysically detailed simulations have shown that realistic direction-selective responses can be achieved via recurrent cortical interactions between cells with nondirection-selective feedforward input (Suarez et al., 1995; Maex & Orban, 1996). Unfortunately these models, while desirable for detailed comparison with biology, are complex and thus difficult to analyze mathematically. In this article, a relatively simple cortical dynamical model is used to analyze the emergence of direction-selective responses via recurrent interactions. A 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.

Mesh:

Year:  1998        PMID: 9472486     DOI: 10.1162/089976698300017791

Source DB:  PubMed          Journal:  Neural Comput        ISSN: 0899-7667            Impact factor:   2.026


  6 in total

1.  Lifelong Learning of Spatiotemporal Representations With Dual-Memory Recurrent Self-Organization.

Authors:  German I Parisi; Jun Tani; Cornelius Weber; Stefan Wermter
Journal:  Front Neurorobot       Date:  2018-11-28       Impact factor: 2.650

2.  Complex Cell-like Direction Selectivity through Spike-Timing Dependent Plasticity.

Authors:  Rajesh P N Rao; Terrence J Sejnowski
Journal:  IETE J Res       Date:  2003-01-01       Impact factor: 2.333

3.  Motion detection and prediction through spike-timing dependent plasticity.

Authors:  A P Shon; R P N Rao; T J Sejnowski
Journal:  Network       Date:  2004-08       Impact factor: 1.273

4.  Motion detection based on recurrent network dynamics.

Authors:  Jeroen Joukes; Till S Hartmann; Bart Krekelberg
Journal:  Front Syst Neurosci       Date:  2014-12-23

5.  Traveling pulses in a stochastic neural field model of direction selectivity.

Authors:  Paul C Bressloff; Jeremy Wilkerson
Journal:  Front Comput Neurosci       Date:  2012-10-29       Impact factor: 2.380

6.  Short-Term Attractive Tilt Aftereffects Predicted by a Recurrent Network Model of Primary Visual Cortex.

Authors:  Maria Del Mar Quiroga; Adam P Morris; Bart Krekelberg
Journal:  Front Syst Neurosci       Date:  2019-11-08
  6 in total

北京卡尤迪生物科技股份有限公司 © 2022-2023.