{"product_id":"associative-memory-based-reasoning-von-alexander-a-petrov","title":"Associative Memory-Based Reasoning","description":"\u003cp\u003eThrough analogy, novel situations and problems can be understood in terms of familiar ones. There is converging evidence that analogy-making lies at the very core of human cognition. Conversely, successful analogy-making requires the resources of an entire cognitive architecture. This book describes a computational model of analogy-making called AMBR (Associative Memory-Based Reasoning). AMBR is based on a hybrid symbolic-connectionist multi-agent cognitive architecture called DUAL. Macroscopic behavior in DUAL emerges from the interactions of simple processing agents in dynamic coalitions. Unlike the mainstream models of analogy-making, AMBR uses a decentralized representational scheme for problems and situations. The dynamic emergent processing of these decentralized representations is consistent with the context-sensitive and constructive nature of human memory. Both DUAL and AMBR were developed by Boicho N. Kokinov and his graduate students at New Bulgarian University. This book is a revised and expanded version of the author's Ph.D. thesis written under Prof. Kokinov's supervision at NBU. It will be of interest to cognitive modelers and cognitive scientists more generally.\u003c\/p\u003e\u003cdiv class=\"aw-variant-hidden-subtitle-div\" id=\"aw-variant-subtitle-9783659262487\"\u003e\u003ch3\u003eA Computational Model of Analogy-Making in a Decentralized Multi-Agent Cognitive Architecture\u003c\/h3\u003e\u003c\/div\u003e","brand":"Autorenwelt Shop","offers":[{"title":"Softcover - 9783659262487","offer_id":39484187181149,"sku":"9783659262487","price":45.9,"currency_code":"EUR","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0940\/0622\/files\/80667223-ceaa-4ec7-bde0-a5a9a71867b2.jpg?v=1776401511","url":"https:\/\/shop.autorenwelt.de\/products\/associative-memory-based-reasoning-von-alexander-a-petrov","provider":"Autorenwelt Shop","version":"1.0","type":"link"}