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IEEE-INNS-ENNS International Joint Conference on Neural Networks (IJCNN'00)-Volume 5
Encoding and Recall of Noisy Data as Chaotic Spatio-Temporal Memory Patterns in the Style of the Brains
Como, Italy
July 24-July 27
ISBN: 0-7695-0619-4
ASCII Text
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Robert Kozma, Walter J. Freeman, "Encoding and Recall of Noisy Data as Chaotic Spatio-Temporal Memory Patterns in the Style of the Brains," Neural Networks, IEEE - INNS - ENNS International Joint Conference on, vol. 5, pp. 5033, IEEE-INNS-ENNS International Joint Conference on Neural Networks (IJCNN'00)-Volume 5, 2000.
 
 
BibTex
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@article{ 10.1109/IJCNN.2000.861431,
author = {Robert Kozma and Walter J. Freeman},
title = {Encoding and Recall of Noisy Data as Chaotic Spatio-Temporal Memory Patterns in the Style of the Brains},
journal ={Neural Networks, IEEE - INNS - ENNS International Joint Conference on},
volume = {5},
year = {2000},
issn = {1098-7576},
pages = {5033},
doi = {http://doi.ieeecomputersociety.org/10.1109/IJCNN.2000.861431},
publisher = {IEEE Computer Society},
address = {Los Alamitos, CA, USA},
}
 
 
RefWorks Procite/RefMan/Endnote
x 
 
TY - CONF
JO - Neural Networks, IEEE - INNS - ENNS International Joint Conference on
TI - Encoding and Recall of Noisy Data as Chaotic Spatio-Temporal Memory Patterns in the Style of the Brains
SN - 1098-7576
SP
EP
A1 - Robert Kozma,
A1 - Walter J. Freeman,
PY - 2000
VL - 5
JA - Neural Networks, IEEE - INNS - ENNS International Joint Conference on
ER -
 
Robert Kozma, University of California at Berkeley
Walter J. Freeman, University of California at Berkeley
We elaborate on information coding in chaotic neural networks. Noise plays a peculiar role in chaotic systems. We describe the constructive role of noise in stabilizing chaotic trajectories in Freeman s KIII model. KIII is a biologically plausible model of dynamic memories, which has been established to interpret EEG measurements in the olfactory system. The results are illustrated on the example of encoding of noisy data in spatio-temporal aperiodic oscillatory patterns in neural networks.
Citation:
Robert Kozma, Walter J. Freeman, "Encoding and Recall of Noisy Data as Chaotic Spatio-Temporal Memory Patterns in the Style of the Brains," ijcnn, vol. 5, pp.5033, IEEE-INNS-ENNS International Joint Conference on Neural Networks (IJCNN'00)-Volume 5, 2000
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