Title :
Spatiotemporal correlation in the cerebellum
Author_Institution :
Lab. for Neural Networks, RIKEN, Saitama, Japan
Abstract :
A novel approach to temporal information processing in the cerebellum is presented. Processing in the cerebellum is treated as a form of spatiotemporal correlation and is proposed to be based on ion channel kinetics in cerebellar neurons. In order to illustrate the approach, simulations are presented showing good temporal processing. A novel mechanism for temporal learning is also described, which may apply in the cerebellum and elsewhere in the brain
Keywords :
brain models; learning systems; neural nets; neurophysiology; cerebellum; ion channel kinetics; spatiotemporal correlation; temporal information processing; temporal learning; Biological neural networks; Brain modeling; Delay; Information processing; Intelligent networks; Kinetic theory; Muscles; Neural networks; Neurons; Spatiotemporal phenomena;
Conference_Titel :
Neural Networks, 1991., IJCNN-91-Seattle International Joint Conference on
Conference_Location :
Seattle, WA
Print_ISBN :
0-7803-0164-1
DOI :
10.1109/IJCNN.1991.155404
