000			02178 a2200241 4500
999			_c55064 _d55064
008			210718b ||||| |||| 00| 0 eng d
020			_a9781138207950
082			_a153.3 _bLIE
100			_aLieto, Antonio
245			_aCognitive design for artificial minds
260			_bRoutledge, _c2021. _aLondon:
300			_axiii, 119 p. : ill. ; _bpb, _c23 cm.
365			_aGBP _b34.99
504			_aIncludes bibliographical references and index.
520			_aCognitive Design for Artificial Minds explains the crucial role that human cognition research plays in the design and realization of artificial intelligence systems, illustrating the steps necessary for the design of artificial models of cognition. It bridges the gap between the theoretical, experimental and technological issues addressed in the context of AI of cognitive inspiration and computational cognitive science. Beginning with an overview of the historical, methodological and technical issues in the field of Cognitively-Inspired Artificial Intelligence, Lieto illustrates how the cognitive design approach has an important role to play in the development of intelligent AI technologies and plausible computational models of cognition. Introducing a unique perspective that draws upon Cybernetics and early AI principles, Lieto emphasizes the need for an equivalence between cognitive processes and implemented AI procedures, in order to realise biologically and cognitively inspired artificial minds. He also introduces the Minimal Cognitive Grid, a pragmatic method to rank the different degrees of biologically and cognitive accuracy of artificial systems in order project and predict their explanatory power with respect to the natural systems taken as source of inspiration. Providing a comprehensive overview of cognitive design principles in constructing artificial minds, this text will be essential reading for students and researchers of artificial intelligence and cognitive science.
650			_aCognitive science
650			_aArtificial intelligence
650			_aCognition
650			_aArtificial Minds
650			_aCognitive Design
650			_aCybernetics
942			_2ddc _cTD