ASSOCIATIVE LEARNING IN A NETWORK MODEL OF HERMISSENDA-CRASSICORNIS .2. EXPERIMENTS

Citation
Sa. Werness et al., ASSOCIATIVE LEARNING IN A NETWORK MODEL OF HERMISSENDA-CRASSICORNIS .2. EXPERIMENTS, Biological cybernetics, 69(1), 1993, pp. 19-28
Citations number
34
Categorie Soggetti
Computer Applications & Cybernetics","Biology Miscellaneous
Journal title
ISSN journal
03401200
Volume
69
Issue
1
Year of publication
1993
Pages
19 - 28
Database
ISI
SICI code
0340-1200(1993)69:1<19:ALIANM>2.0.ZU;2-0
Abstract
A companion paper in a previous issue of this journal presented a resi stance-capacitance circuit computer model of the four-neuron visual-ve stibular network of the invertebrate marine mollusk Hermissenda crassi cornis. In the present paper, we demonstrate that changes in the model 's output in response to simulated associative training is quantitativ ely similar to behavioral and electrophysiological changes in response to associative training of Hermissenda crassicornis. Specifically, th e model demonstrates many characteristics of conditioning: sensitivity to stimulus contingency, stimulus specificity, extinction, and saving s. The model's learning features also are shown to be devoid of non-as sociative components. Thus, this computational model is an excellent t ool for examining the information flow and dynamics of biological asso ciative learning and for uncovering insights concerning associative le arning, memory, and recall that can be applied to the development of a rtificial neural networks.