DocumentCode :
353349
Title :
Synchrony and asynchrony of coincident spikes of neural populations depending on line drawings
Author :
Murakoshi, Kazushi ; Nakamura, Kiyohiko
Author_Institution :
Dept. of Comput. Intelligence & Syst. Sci., Tokyo Inst. of Technol., Yokohama, Japan
Volume :
5
fYear :
2000
fDate :
2000
Firstpage :
442
Abstract :
This research presents a biologically realistic model of the primary visual area to account for how line drawings are identical by synchrony and asynchrony of coincident spikes of neural populations which originate from the neural network with strong circular and weak mutual excitatory connections. This model assumes that in a column a simple cell and an endstopped cell of the same orientation selectivity have mutual excitatory connections, all endstopped cells have mutual excitatory connections, and simple cells of the different orientation selectivities have inhibitory connections via an inhibitory neuron. These assumptions led to the results that within some hundreds of milliseconds time range the cross-correlograms of two line segments in the cross and T junction stimuli showed asynchrony while those in the right angle stimulus showed synchrony. The results of synchrony and asynchrony indicate early local segmentations of line drawings in the psychophysically realistic time scale
Keywords :
correlation methods; neural nets; neurophysiology; physiological models; visual perception; T junction stimuli; biologically realistic model; coincident spike asynchrony; coincident spike synchrony; cross stimuli; cross-correlograms; early local segmentations; endstopped cell; inhibitory connections; inhibitory neuron; line drawings; neural populations; strong circular excitatory connections; weak mutual excitatory connections; Biological system modeling; Biology; Biomembranes; Computational intelligence; Differential equations; Electronic mail; Engineering drawings; Neural networks; Neurons; Propagation delay;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Neural Networks, 2000. IJCNN 2000, Proceedings of the IEEE-INNS-ENNS International Joint Conference on
Conference_Location :
Como
ISSN :
1098-7576
Print_ISBN :
0-7695-0619-4
Type :
conf
DOI :
10.1109/IJCNN.2000.861509
Filename :
861509
Link To Document :
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