Computational Intelligence and Cerebellar Enigmas
Abstract
A three-layer cerebellar cortex presents a kind of ideal network for early perceptron theories, but its functioning is much more complicated. Three related topics connected with information coding and memorizing mechanisms in the cerebellum are considered: 1) demonstration that activity transformation by granule cells, conserves the signal continuity provided by snake-in-box type codes; 2) determining precision requirements for the standard CMAC as well as for more realistic cerebellar models to meet demands of adaptive critic based solutions for a nonlinear control problem (swinging pendulum); and 3) demonstration that the closed loop scheme for the synaptic weight adjustment provides a precise setting of cerebellar input-output relations and multiple predictions for physiological experiments.
Recommended Citation
W. L. Dunin-Barkowski et al., "Computational Intelligence and Cerebellar Enigmas," Proceedings of the IEEE World Congress on Computational Intelligence (1998, Anchorage, AK), vol. 1, pp. 640 - 645, Institute of Electrical and Electronics Engineers (IEEE), May 1998.
The definitive version is available at https://doi.org/10.1109/IJCNN.1998.682354
Meeting Name
IEEE World Congress on Computational Intelligence, WCCI'98 / INNS International Joint Conference on Neural Networks '98 (1998: May 4-9, Anchorage, AK)
Department(s)
Electrical and Computer Engineering
International Standard Book Number (ISBN)
0000780348591
International Standard Serial Number (ISSN)
1098-7576
Document Type
Article - Conference proceedings
Document Version
Citation
File Type
text
Language(s)
English
Rights
© 1998 Institute of Electrical and Electronics Engineers (IEEE), All rights reserved.
Publication Date
09 May 1998
