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How training and testing histories affect generalization: a test of simple neural networks

We show that a simple network model of associative learning can reproduce three findings that arise from particular training and testing procedures in generalization experiments: the effect of (i) ‘errorless learning’, (ii) extinction testing on peak shift, and (iii) the central tendency effect. The...

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Autori principali: Ghirlanda, Stefano, Enquist, Magnus
Natura: Artigo
Lingua:Inglês
Pubblicazione: The Royal Society 2007
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Accesso online:https://ncbi.nlm.nih.gov/pmc/articles/PMC2323563/
https://ncbi.nlm.nih.gov/pubmed/17255014
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1098/rstb.2006.1972
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