Cognitive Design for Artificial Minds

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Cognitive Design for Artificial Minds explains the importance of human cognition research in the design and realization of artificial intelligence systems. It highlights the need f or an equivalence between cognitive processes and implemented AI procedures and introduces the Minimal Cognitive Grid to rank the biological and cognitive accuracy of artificial systems. Format: Paperback / softback Length: 120 pages Publication date: 01 April 2021 Publisher: Taylor & Francis Ltd Cognitive Design for Artificial Minds delves into the pivotal role of human cognition research in the development and implementation of artificial intelligence systems. It provides a comprehensive guide to designing artificial models of cognition, bridging the gap between theoretical, experimental, and technological aspects of AI.The book begins by providing an overview of the historical, methodological, and technical challenges in cognitively inspired artificial intelligence. It then showcases how the cognitive design approach plays a crucial role in the creation of intelligent AI technologies and plausible computational models of cognition.Lieto introduces a unique perspective that combines Cybernetics and early AI principles, emphasizing the need for an equivalence between cognitive processes and implemented AI procedures. He proposes the Minimal Cognitive Grid as a pragmatic method to rank the degrees of biological and cognitive accuracy of artificial systems, enabling the projection and prediction of their explanatory power with respect to natural systems as a source of inspiration.The text comprehensively covers cognitive design principles in constructing artificial minds, making it an essential resource for students and researchers in artificial intelligence and cognitive science. It offers valuable insights into the latest advancements and applications in this field. Weight: 224g Dimension: 154 x 235 x 19 (mm) ISBN-13: 9781138207950 Show more