Mechanisms in Classical Conditioning: A Computational Approach (BOK)

Nestor A. Schmajuk

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What mechanisms are involved in enabling us to generate predictions of what will happen in the near future? Although we use associative mechanisms as the basis to predict future events, such as using cues from our surrounding environment, timing, attentional, and configural mechanisms are also needed to improve this function. Timing mechanisms allow us to determine when those events will take place. Attentional mechanisms ensure that we keep track of cues that are present when unexpected events occur and disregard cues present when everything happens according to our expectations. Configural mechanisms make it possible to combine separate cues into one signal that predicts an event different from that predicted individually by separate cues. Written for graduates and researchers in neuroscience, computer science, biomedical engineering and psychology, the author presents neural network models that incorporate these mechanisms and shows, through computer simulations, how they explain the multiple properties of associative learning.

Produktfakta

Språk Engelsk Engelsk Innbinding Innbundet
Utgitt 2010 Forfatter Nestor A. Schmajuk
Forlag
CAMBRIDGE UNIVERSITY PRESS
ISBN 9780521887809
Antall sider 504 Dimensjoner 17,4cm x 24,7cm x 2,7cm
Vekt 1130 gram Leverandør Bertram Trading Ltd
Emner og form Cognition & cognitive psychology, Neurosciences

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