Bøker av Michael R. W. (University of Alberta) Dawson

Examines different kinds of models and investigates some of the basic properties of connectionism in the context of synthetic psychology, including accounts of how the internal structure of connectionist networks can be interpreted. This title investigates basic properties of connectionism in the context of synthetic psychology.

An introduction to cognitive science, this title provides undergraduate and graduate students with the theoretical foundations of classical and connectionist cognitive science to explain the and teach the underlying unity of the field.

Offers an introduction to connectionist modeling through practical exercises in different types of connectionist architectures. This book explores three different types of connectionist architectures - distributed associative memory, perceptron, and multilayer perceptron. It provides a brief overview of each architecture.