Amazon cover image
Image from Amazon.com

Connectionist psychology / R. Ellis, G.W. Humphreys.

By: Contributor(s): Material type: TextPublication details: Basingstoke : Psychology Press, [1999]Description: xvi, 687 pages : illustrations ; 26 cmISBN:
  • 0863777864 :
  • 0863777872 (pbk.) :
ISSN:
  • 9780863777875
LOC classification:
  • BF121
Contents:
Physical structures -- Do differences in physical structure matter? -- Computational structures -- Psychological structures -- Learning mechanisms -- So what is connectionism? -- Models -- On the writing of history -- Logic and neurons -- Cell assemblies and Hebbian learning -- Perceptrons and their limitations -- Associative networks -- Networks that minimise energy -- Back-propagation in multilayer networks -- Recurrent networks -- Learning by competition -- Radial Basis Function and ART networks -- Classifying and assessing the models -- Learning and memory -- Associative memory -- Semantic memory and hidden units -- Memory and representation -- Theories of learning and learning theory -- Implicit and explicit memory -- Learning in networks: Formal properties -- Reading: Distributed memory and the representation of general and specific information / James L. McClelland, David E. Rumelhart -- Reading: Alcove: An exemplar-based connectionist model of category learning / John K. Kruschke -- Perception -- Low- and intermediate-level vision -- Learning low- and intermediate-level visual processes -- Recognition and high-level processes -- The problem of binding and some solutions -- Attention in vision -- Object identification and naming -- Face recognition and naming -- Linking perception and action -- Reading: Network model of shape-from-shading: Neural function arises from both receptive and projective fields / Sidney R. Lehky, Terrence J. Sejnowski.
Tags from this library: No tags from this library for this title.
Star ratings
    Average rating: 0.0 (0 votes)
Holdings
Cover image Item type Current library Home library Collection Shelving location Call number Materials specified Vol info URL Copy number Status Notes Date due Barcode Item holds Item hold queue priority Course reserves
Books Methodist University Library Main General Stacks Reference BF121 (Browse shelf(Opens below)) Available 15354

Physical structures --
Do differences in physical structure matter? --
Computational structures --
Psychological structures --
Learning mechanisms --
So what is connectionism? --
Models --
On the writing of history --
Logic and neurons --
Cell assemblies and Hebbian learning --
Perceptrons and their limitations --
Associative networks --
Networks that minimise energy --
Back-propagation in multilayer networks --
Recurrent networks --
Learning by competition --
Radial Basis Function and ART networks --
Classifying and assessing the models --
Learning and memory --
Associative memory --
Semantic memory and hidden units --
Memory and representation --
Theories of learning and learning theory --
Implicit and explicit memory --
Learning in networks: Formal properties --
Reading: Distributed memory and the representation of general and specific information / James L. McClelland, David E. Rumelhart --
Reading: Alcove: An exemplar-based connectionist model of category learning / John K. Kruschke --
Perception --
Low- and intermediate-level vision --
Learning low- and intermediate-level visual processes --
Recognition and high-level processes --
The problem of binding and some solutions --
Attention in vision --
Object identification and naming --
Face recognition and naming --
Linking perception and action --
Reading: Network model of shape-from-shading: Neural function arises from both receptive and projective fields / Sidney R. Lehky, Terrence J. Sejnowski.

There are no comments on this title.

to post a comment.
Share
Copyright © 2026  MUG Library