Behavioral and Brain Sciences 23 (4):486-486 (2000)
Abstract |
Bifurcation analysis of a real-time implementation of an ART network, which is functionally similar to the generalized localist model discussed in Page's manifesto shows that it yields a phase transition from local to distributed representation owing to continuous variation of the range of inhibitory connections. Hence there appears to be a qualitative dichotomy between local and distributed representations at the level of connectionistic networks conceived of as instances of nonlinear dynamical systems.
|
Keywords | No keywords specified (fix it) |
Categories | (categorize this paper) |
DOI | 10.1017/S0140525X00433352 |
Options |
![]() ![]() ![]() ![]() |
Download options
References found in this work BETA
No references found.
Citations of this work BETA
No citations found.
Similar books and articles
An Extended Local Connectionist Manifesto: Embracing Relational and Procedural Knowledge.Lokendra Shastri - 2000 - Behavioral and Brain Sciences 23 (4):492-493.
Localist Representation Can Improve Efficiency for Detection and Counting.Horace Barlow & Anthony Gardner-Medwin - 2000 - Behavioral and Brain Sciences 23 (4):467-468.
Localist Representations and Theoretical Clarity.Norman D. Cook - 2000 - Behavioral and Brain Sciences 23 (4):474-475.
The Case Against Distributed Representations: Lack of Evidence.Simon Farrell & Stephan Lewandowsky - 2000 - Behavioral and Brain Sciences 23 (4):476-477.
Combining Distributed and Localist Computations in Real-Time Neural Networks.Gail A. Carpenter - 2000 - Behavioral and Brain Sciences 23 (4):473-474.
Localist but Distributed Representations.Stephen Grossberg - 2000 - Behavioral and Brain Sciences 23 (4):478-479.
Localist Representations Are a Desirable Emergent Property of Neurologically Plausible Neural Networks.Colin Martindale - 2000 - Behavioral and Brain Sciences 23 (4):485-486.
Why Localist Connectionist Models Are Inadequate for Categorization.Robert M. French & Elizabeth Thomas - 2000 - Behavioral and Brain Sciences 23 (4):477-477.
Hidden Markov Model Interpretations of Neural Networks.Ingmar Visser - 2000 - Behavioral and Brain Sciences 23 (4):494-495.
Connectionist Modelling in Psychology: A Localist Manifesto.Mike Page - 2000 - Behavioral and Brain Sciences 23 (4):443-467.
Analytics
Added to PP index
2009-01-28
Total views
31 ( #337,723 of 2,421,430 )
Recent downloads (6 months)
2 ( #351,589 of 2,421,430 )
2009-01-28
Total views
31 ( #337,723 of 2,421,430 )
Recent downloads (6 months)
2 ( #351,589 of 2,421,430 )
How can I increase my downloads?
Downloads