Computational intelligence and cerebellar enigmas

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 transformati...

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Bibliographic Details
Main Authors: Dunin-Barkowski, W.L., Shishkin, S.L., Wunsch, D.C., Sukharev, A.A.
Format: Conference Proceeding
Language:English
Subjects:
Adaptive control
Arithmetic
Brain modeling
Cameras
Code standards
Computational intelligence
Multilayer perceptrons
Optical fiber testing
Predictive models
Programmable control
Online Access:Request full text
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Summary: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.
ISSN:1098-7576
1558-3902
DOI:10.1109/IJCNN.1998.682354