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Current Trends in Connectionism : Proceedings of the 1995 Swedish Conference on Connectionism by Lars F. Niklasson; Mikael B. Bod‚n is a nonfiction available to read on EtoBox.

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In order to build "intelligent" machines, many researchers have turned to the only naturally occurring intelligent system: the brain. For quite a while now, both the function and architecture of the brain have served as inspiration to philosophers, psychologists, computer scientists, neurobiologists, physicists and others in their quest for solving problems that seem to require intelligence in their own particular domain. The progress in the field of connectionism — or artificial neural networks — has had its ups and downs during its maturing years. Advocates of the field pointed out the virtues of connectionist systems, dealing with low-level cognitive tasks such as visual recognition and pattern completion, and inherent properties such as generalization, fault tolerance and parallel processing. However, research in the field virtually came to a halt at the end of the 1960s when Minsky and Papert published their critical analysis of connectionist systems, Perceptrons. In the beginning of the 1980s, the field was reborn with the appearance of new powerful learning methods which overcame many of the computational problems identified by Minsky and Papert. This volume is character

Who reads Current Trends in Connectionism : Proceedings of the 1995 Swedish Conference on Connectionism?

Author

Lars F. Niklasson; Mikael B. Bod‚n

Publisher

Psychology Press

Published

2023

Language

EN

ISBN

9780203774229

Category

nonfiction

Subjects

Psychology, Computer Science, Social_sciences