Philosophy and Connectionist Theory

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advanced connectionist philosophy research
architecture
Back Propagation
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Category=JMR
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Common Sense Psychology
Common Sense Scheme
Conditional Claim
Connectionist Architecture
Connectionist Learning Algorithms
Connectionist Model
data
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Folk Psychology
folk psychology debate
functionalism in mind
HF
hidden
Hidden Units
Innate Learning Mechanism
Input States
Internal Symbol System
linguistic
Minimal Nativism
model
network
neural network models
parallel distributed processing
Past Tense
PDP
PDP Model
Pop Star
primary
Primary Linguistic Data
Stimulus Argument
Sub-symbolic Paradigm
symbolic cognition
Syntactic Constituent Structure
systems
units
Vice Versa
Virtual Machine
visual perception mechanisms
weights

Product details

  • ISBN 9781138876088
  • Weight: 498g
  • Dimensions: 152 x 229mm
  • Publication Date: 04 Feb 2016
  • Publisher: Taylor & Francis Ltd
  • Publication City/Country: GB
  • Product Form: Paperback
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The philosophy of cognitive science has recently become one of the most exciting and fastest growing domains of philosophical inquiry and analysis. Until the early 1980s, nearly all of the models developed treated cognitive processes -- like problem solving, language comprehension, memory, and higher visual processing -- as rule-governed symbol manipulation. However, this situation has changed dramatically over the last half dozen years. In that period there has been an enormous shift of attention toward connectionist models of cognition that are inspired by the network-like architecture of the brain. Because of their unique architecture and style of processing, connectionist systems are generally regarded as radically different from the more traditional symbol manipulation models.

This collection was designed to provide philosophers who have been working in the area of cognitive science with a forum for expressing their views on these recent developments. Because the symbol-manipulating paradigm has been so important to the work of contemporary philosophers, many have watched the emergence of connectionism with considerable interest. The contributors take very different stands toward connectionism, but all agree that the potential exists for a radical shift in the way many philosophers think of various aspects of cognition. Exploring this potential and other philosophical dimensions of connectionist research is the aim of this volume.

Stephen P. Stich, William Ramsey, David E. Rumelhart