Connectionism in Context

Contrary to the classical tendency to view symbols as innate or fixed, connectionism considers learning relevant to explain the structure of representations. This is closely linked with the fuzzy nature of connectionist descriptions: ...

Connectionism in Context

Connectionism in Context aims to broaden and extend the debate concerning the significance of connectionist models. The volume collects together a variety of perspectives by experimental and developmental psychologists, philosophers and active AI researchers. These contributions relate con- nectionist ideas to historical psychlogical debates, e.g., over behaviourism and associationism, to develop- mental and philosophical issues. The result is a volume which addresses both familiar, but central, topics such as the relation between connectionism and classical AI, and less familiar, but highly challenging topics, such as connectionism,associationism and behaviourism, the dis- tinction between perception and cognition, the role of en- vironmental structure, and the potential value ofconnec- tionism as a means of "symbol grounding". The nine essays have been written with an interdisciplinary audience in mind and avoid both technical jargon and heavy mathematics.

More Books:

Connectionism in Context
Language: en
Pages: 181
Authors: Andy Clark, Rudi Lutz
Categories: Computers
Type: BOOK - Published: 2012-12-06 - Publisher: Springer Science & Business Media

Connectionism in Context aims to broaden and extend the debate concerning the significance of connectionist models. The volume collects together a variety of perspectives by experimental and developmental psychologists, philosophers and active AI researchers. These contributions relate con- nectionist ideas to historical psychlogical debates, e.g., over behaviourism and associationism, to
Connectionism in Context
Language: en
Pages: 181
Authors: Andy Clark, Rudi Lutz
Categories: Computers
Type: BOOK - Published: 1992 - Publisher: Springer

Connectionism is currently one of the most flourishing and interdisciplinary areas of cognitive science. Drawing on research in neural computation and networks it has found applications in areas such as psychology and animal intelligence. By using types of network which attempt to mirror our own cognitive architecture, connectionism is making
Connectionist-Symbolic Integration
Language: en
Pages: 392
Authors: Ron Sun, Frederic Alexandre
Categories: Psychology
Type: BOOK - Published: 2013-04-15 - Publisher: Psychology Press

A variety of ideas, approaches, and techniques exist -- in terms of both architecture and learning -- and this abundance seems to lead to many exciting possibilities in terms of theoretical advances and application potentials. Despite the apparent diversity, there is clearly an underlying unifying theme: architectures that bring together
Localist Connectionist Approaches To Human Cognition
Language: en
Pages: 384
Authors: Jonathan Grainger, Arthur M. Jacobs, Arthur Jacobs
Categories: Psychology
Type: BOOK - Published: 2013-06-17 - Publisher: Psychology Press

This volume provides an overview of a relatively neglected branch of connectionism known as localist connectionism. The singling out of localist connectionism is motivated by the fact that some critical modeling strategies have been more readily applied in the development and testing of localist as opposed to distributed connectionist models
Social Connectionism
Language: en
Pages: 536
Authors: Frank Van Overwalle
Categories: Psychology
Type: BOOK - Published: 2013-03-07 - Publisher: Psychology Press

Many of our thoughts and decisions occur without us being conscious of them taking place; connectionism attempts to reveal the internal hidden dynamics that drive the thoughts and actions of both individuals and groups. Connectionist modeling is a radically innovative approach to theorising in psychology, and more recently in the