Connectionism in Context | ISBN 9783540197164

Connectionism in Context

herausgegeben von Andy Clark und Rudi Lutz
Mitwirkende
Herausgegeben vonAndy Clark
Herausgegeben vonRudi Lutz
Buchcover Connectionism in Context  | EAN 9783540197164 | ISBN 3-540-19716-8 | ISBN 978-3-540-19716-4

Connectionism in Context

herausgegeben von Andy Clark und Rudi Lutz
Mitwirkende
Herausgegeben vonAndy Clark
Herausgegeben vonRudi Lutz

Inhaltsverzeichnis

  • 1. Introduction.
  • Architecture and Properties l.
  • A Copernican Revolution.
  • Distributed Representations and Context Dependence.
  • The Nature of Thought.
  • 2. Action, Connectionism and Enaction: A Developmental Perspective.
  • Background.
  • Symbols, Connectionism and Innate Knowledge.
  • System Scale and the Control of Action.
  • Development, Emergence and Enaction.
  • Conclusion.
  • 3. Connectionism and Why Fodor and Pylyshyn Are Wrong.
  • The Case Against Connectionism.
  • What’s Wrong with this Argument.
  • What’s Wrong with this Defence?.
  • On Behalf of Neural Networks.
  • 4. Connectionism, Classical Cognitive Science and Experimental Psychology.
  • Classicism Versus Connectionism.
  • The Psychological Data.
  • Theory.
  • Modelling.
  • Conclusions.
  • 5. Connecting Object to Symbol in Modelling Cognition.
  • Symbol Systems.
  • The Symbolic Theory of Mind.
  • The Symbol Grounding Problem.
  • Neural Nets.
  • Transducers and Analogue Transformations.
  • Robotic Capacities: Discrimination and Identification.
  • Philosophical Objections to Bottom-Up Grounding of Concrete and Abstract Categories.
  • Categorical Perception and Category-Learning.
  • Neural Net and CP.
  • Analogue Constraints on Symbols.
  • 6 Active Symbols and Internal Models: Towards a Cognitive Connectionism.
  • Criticisms of Connectionism.
  • The Active Symbol.
  • Higher-Level Processes.
  • Summary and Concluding Remarks.
  • 7. Thinking Persons and Cognitive Science.
  • Extending Content.
  • The Credentials of Cognition.
  • Consciousness and What It Is Like.
  • Conceptualized Content and the Structure of Thinking.
  • Inference and Causal Systernaticity.
  • Reconstructing the Mind.
  • 8. A Brief History of Connectionism and Its Psychological Implications.
  • Connectionist Assumptions in Earlier Psychologies.
  • Comparisons of Old and New Connectionism.
  • 9. Connectionismand Artificial Intelligence as Cognitive Models.
  • Artificial Intelligence.
  • Connectionism.
  • Classical AI and Connectionism.
  • 10. The Neural Dynamics of Conversational Coherence.
  • Previous Research.
  • A Neurally Inspired Model of Coherence.
  • Some Experimental Results.
  • How Associative Is Conversation?.
  • Final on the Purpose of Conversation.