Title :
A neural network model of pair-association memory in the inferotemporal cortex
Author :
Suemitsu, Atsuo ; Morita, Masahiko
Author_Institution :
Tsukuba Univ., Ibaraki, Japan
Abstract :
Neurons related to pair-association memory have been found in the inferotemporal cortex of monkeys, but their activities do not accord with existing neural network models. The article describes a neural network model consisting of excitatory-inhibitory cell pairs, which recalls paired patterns based on a gradual shift of the network state. It is demonstrated by computer simulations that this model agrees well with the observed neuronal activities
Keywords :
brain models; content-addressable storage; learning (artificial intelligence); neural nets; virtual machines; computer simulations; excitatory-inhibitory cell pairs; inferotemporal cortex; monkeys; network state; neural network model; neuronal activities; pair-association memory; paired pattern recall; Biological information theory; Biological neural networks; Brain modeling; Delay effects; Intelligent networks; Neural networks; Neurons; Time measurement;
Conference_Titel :
Neural Information Processing, 1999. Proceedings. ICONIP '99. 6th International Conference on
Conference_Location :
Perth, WA
Print_ISBN :
0-7803-5871-6
DOI :
10.1109/ICONIP.1999.845696
