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Instinctive Computing

Autor Yang Cai
en Limba Engleză Paperback – 12 iul 2018
This book attempts to connect artificial intelligence to primitive intelligence. It explores the idea that a genuinely intelligent computer will be able to interact naturally with humans. To form this bridge, computers need the ability to recognize, understand and even have instincts similar to humans. The author organizes the book into three parts. He starts by describing primitive problem-solving, discussing topics like default mode, learning, tool-making, pheromones and foraging. Part two then explores behavioral models of instinctive cognition by looking at the perception of motion and event patterns, appearance and gesture, behavioral dynamics, figurative thinking, and creativity. The book concludes by exploring instinctive computing in modern cybernetics, including models of self-awareness, stealth, visual privacy, navigation, autonomy, and survivability.
Instinctive Computing reflects upon systematic thinking for designing cyber-physical systems and it would be a stimulating reading for those who are interested in artificial intelligence, cybernetics, ethology, human-computer interaction, data science, computer science, security and privacy, social media, or autonomous robots.
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Specificații

ISBN-13: 9781447173960
ISBN-10: 1447173961
Pagini: 391
Ilustrații: XIV, 391 p. 253 illus., 34 illus. in color.
Dimensiuni: 155 x 235 mm
Ediția:Softcover reprint of the original 1st ed. 2016
Editura: SPRINGER LONDON
Colecția Springer
Locul publicării:London, United Kingdom

Cuprins

Part I: Primitive Problem Solving.- Introduction.- Default Mode.- Pheromone Trials.- Foraging Behaviors.- Primitive Learning.- Tool Making.- Part II: Instinctive Cognition.- Motion and Events.- Sensuality.- The Euphoria Circuit.- Describing Faces.- Figurative Thinking.- Machine Creativity.- Part III: Evolving Cybernetics.- Self-Awareness.- Stealth.- Visual Privacy.- Navigating and Covering.- Autonomy.- Survivability.

Recenzii

“This is a very well-written and well-organized book with a massive collection of references. It also contains a useful index, which will assist the reader with navigation. … it will certainly pique the interest of students and professionals within the computing field. Summing Up: Recommended. Graduate students, faculty, and professionals.” (J. Beidler, Choice, Vol. 54 (12), August, 2017)

Caracteristici

Explores connections between artificial intelligence and natural intelligence Presents novel models and algorithms such as the self-awareness model, the euphoria behavioral model, analogia graph, and the Hansel and Gretel tessellation algorithm Provides a wide range of in-depth real-world examples for students, researchers, analysts, engineers, and managers