DocumentCode :
406550
Title :
A model of direction selectivity in cortical simple cells based on lagged thalamic input and intracortical feedback
Author :
La Cara, G.E. ; Ritrovato, M. ; Ursino, M.
Author_Institution :
Dept. of Electron. Comput. Sci. & Syst., Bologna Univ., Cesena, Italy
Volume :
2
fYear :
2003
fDate :
17-21 Sept. 2003
Firstpage :
1889
Abstract :
A model of a single hypercolumn in the primary visual cortex for the analysis of simple cell orientation and direction selectivity is proposed. The model embodies a feedforward mechanism, based on the convergence of lagged and nonlagged inputs onto a cortical cell, to reproduce the spatial and temporal structure of the receptive field, and lateral (inhibitory and excitatory) connections within the hypercolumn. It explains both orientation and direction selectivity of simple cells. The response properties of the two types of inputs are described by the product of linear spatial and temporal response functions. To characterize the temporal response properties of lagged and nonlagged neurons we have used pure time delays. The lateral connections are arranged in a push-pull fashion. Simulation results show that the model is able to mimic several experimental data. In particular, it is able to reproduce the response of simple cortical cells, with space-time inseparable receptive field, characterized by a strong direction selectivity.
Keywords :
brain; cellular biophysics; delays; feedforward; neurophysiology; physiological models; spatiotemporal phenomena; vision; cortical simple cell orientation analysis; direction selectivity model; excitatory connection; feedforward mechanism; hypercolumn; inhibitory connection; intracortical feedback; lagged neuron; lagged thalamic input; linear spatial function; nonlagged neuron; primary visual cortex; simulation; space-time inseparable receptive field; spatial structure; temporal response function; temporal structure; time delay; Brain modeling; Convergence; Delay effects; Feedback; Neurofeedback; Neurons; Optical arrays; Radio frequency; Retina; Streaming media;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Engineering in Medicine and Biology Society, 2003. Proceedings of the 25th Annual International Conference of the IEEE
ISSN :
1094-687X
Print_ISBN :
0-7803-7789-3
Type :
conf
DOI :
10.1109/IEMBS.2003.1279788
Filename :
1279788
Link To Document :
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