DocumentCode :
2621536
Title :
Information-theoretic analysis of turtle cortical waves
Author :
Du, Xiuxia ; Ghosh, Bijoy K.
Author_Institution :
Dept. of Electr. & Syst. Eng., Washington Univ., St. Louis, MO, USA
Volume :
6
fYear :
2003
fDate :
9-12 Dec. 2003
Firstpage :
6423
Abstract :
In this paper, we describe two approaches to the problem of encoding cortical waves of turtle visual cortex. The first approach relies on representing the response of individual pyramidal cells using various temporal scales (multiresolution analysis). In the second approach, we consider decomposing the visual cortex into various spatial grids. Each of these spatial grid contains several neurons and the Kullback-Leibler distance between the spiking patterns in response to different stimuli is computed. Such distance measure, we hope, would eventually be used to detect the stimuli.
Keywords :
discrete wavelet transforms; eye; information theory; neurophysiology; vision; multiresolution analysis; neurons; pyramidal cells; spiking patterns; stimuli; turtle cortical waves; turtle visual cortex; Brain modeling; Discrete wavelet transforms; Encoding; Information analysis; Neurons; Partitioning algorithms; Retina; Systems engineering and theory; Time series analysis; Wavelet analysis;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Decision and Control, 2003. Proceedings. 42nd IEEE Conference on
ISSN :
0191-2216
Print_ISBN :
0-7803-7924-1
Type :
conf
DOI :
10.1109/CDC.2003.1272355
Filename :
1272355
Link To Document :
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