Connectionism and psychology : a psychological perspective on new connectionist research
著者
書誌事項
Connectionism and psychology : a psychological perspective on new connectionist research
Harvester Wheatsheaf, 1991
- pbk
大学図書館所蔵 件 / 全24件
-
該当する所蔵館はありません
- すべての絞り込み条件を解除する
注記
Includes bibliographical references (p. 267-284) and indexes
内容説明・目次
内容説明
This is an introductory text on connectionism, which is fundamentally concerned with methods for construing mental processes, and which challenges the traditional information-processing approach. Examples of connectionist models of learning, vision and language are described in detail, and the basic predicates like exclusive-OR are examined. In addition, the limitations of perceptions are explained and properties of multi-layer networks are described with the help of examples of psychological processes. A psychological perspective of the history of connectionism is provided and the book ends with a general critique of the approach.
目次
- Connectionism - an historical perspective
- memory and learning in neural networks
- aspects of vision
- aspects of language
- higher order aspects of cognition
- new connectionism - a critical appraisal.
「Nielsen BookData」 より