Sticking to the manifesto

Authors
Citation
M. Page, Sticking to the manifesto, BEHAV BRAIN, 23(4), 2000, pp. 496-512
Citations number
391
Categorie Soggetti
Psycology,"Neurosciences & Behavoir
Journal title
BEHAVIORAL AND BRAIN SCIENCES
ISSN journal
0140525X → ACNP
Volume
23
Issue
4
Year of publication
2000
Pages
496 - 512
Database
ISI
SICI code
0140-525X(200008)23:4<496:STTM>2.0.ZU;2-3
Abstract
The commentators have raised some interesting issues but none question the viability of a localist approach to connectionist modelling. Once localist models are properly defined they can be seen to exhibit many properties rel evant to the modelling of both psychological and brain function. They can b e used to implement exemplar models, prototype models and models of sequenc e memory and they form a foundation upon which symbolic models can be const ructed. Localist models are insensitive to interference and have learning r ules that are biologically plausible. They have more explanatory value than their distributed counterparts and they relate transparently to a number o f classic mathematical models of behaviour.