{"product_id":"9789401043625","title":"Learning in Natural and Connectionist Systems: Experiments and a Model","description":"\u003ch1\u003eLearning in Natural and Connectionist Systems: Experiments and a Model\u003c\/h1\u003e \u003ch2\u003ePhaf, R.H.\u003c\/h2\u003e \u003cp\u003eModern research in neural networks has led to powerful  artificial learning systems, while recent work in the psychology of  human memory has revealed much about how natural systems  \u003cem\u003ereally\u003c\/em\u003e  learn, including the role of unconscious, implicit, memory processes.  Regrettably, the two approaches typically ignore each other. This  book, combining the approaches, should contribute to their mutual  benefit. \u003cbr\u003e  New empirical work is presented showing dissociations between implicit  and explicit memory performance. Recently proposed explanations for  such data lead to a new connectionist learning procedure: CALM  (Categorizing and Learning Module), which can learn with or without  supervision, and shows practical advantages over many existing  procedures. Specific experiments are simulated by a network model  (ELAN) composed of CALM modules. A working memory extension to the  model is also discussed that could give it symbol manipulation  abilities. \u003cbr\u003e  The book will be of interest to memory psychologists and  connectionists, as well as to cognitive scientists who in the past  have tended to restrict themselves to symbolic models. \u003cbr\u003e\u003c\/p\u003e \u003ch3\u003eDetails\u003c\/h3\u003e \u003cp\u003ePublished by: Springer\u003c\/p\u003e \u003cp\u003ePublication Date: 2012-10-09\u003c\/p\u003e \u003cp\u003eFormat: Paperback\u003c\/p\u003e \u003cp\u003eISBN-13: 9789401043625\u003c\/p\u003e \u003cp\u003eDOI: 10.1007\/978-94-011-0840-9\u003c\/p\u003e \u003cp\u003eDimensions: 235cm x155cm\u003c\/p\u003e \u003cp\u003ePages: 294\u003c\/p\u003e ","brand":"Springer Netherlands","offers":[{"title":"Default Title","offer_id":47188283064460,"sku":"9789401043625","price":152.99,"currency_code":"USD","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0710\/9545\/1788\/files\/9789401043625.jpg?v=1775049608","url":"https:\/\/fh90cf-fv.myshopify.com\/products\/9789401043625","provider":"Late Knight Books and Services, LLC","version":"1.0","type":"link"}