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Analogy-Making as Perception: A Computer Model

Name: Analogy-Making as Perception: A Computer Model
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Book Synopsis: The psychologist William James observed that "a native talent for perceiving analogies is ... the leading fact in genius of every order." The centrality and the ubiquity of analogy in creative thought have been noted again and again by scientists, artists, and writers, and understanding and modeling analogical thought have emerged as two of the most important challenges for cognitive science.Analogy-Making as Perception is based on the premise that analogy-making is fundamentally a high-level perceptual process in which the interaction of perception and concepts gives rise to "conceptual slippages" which allow analogies to be made. It describes Copycat - a computer model of analogymaking, developed by the author with Douglas Hofstadter, that models the complex, subconscious interaction between perception and concepts that underlies the creation of analogies.In Copycat, both concepts and high-level perception are emergent phenomena, arising from large numbers of low-level, parallel, non-deterministic activities. In the spectrum of cognitive modeling approaches, Copycat occupies a unique intermediate position between symbolic systems and connectionist systems a position that is at present the most useful one for understanding the fluidity of concepts and high-level perception.On one level the work described here is about analogy-making, but on another level it is about cognition in general. It explores such issues as the nature of concepts and perception and the emergence of highly flexible concepts from a lower-level "subcognitive" substrate.Melanie Mitchell, Assistant Professor in the Department of Electrical Engineering and Computer Science at the University of Michigan, is a Fellow of the Michigan Society of Fellows. She is also Director of the Adaptive Computation Program at the Santa Fe Institute.

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Are you ready to tap into your innate genius? The ability to perceive analogies is a defining characteristic of true innovation and creativity. Discover the power of analogy-making with "Analogy-Making as Perception: A Computer Model Book Synopsis". This groundbreaking book explores the fundamental role of analogy in creative thought, as noted by scientists, artists, and writers throughout history. It offers a compelling model, known as Copycat, that vividly demonstrates how the interaction between perception and concepts leads to the creation of analogies.

What sets "Analogy-Making as Perception" apart is its unique perspective on the cognitive process. It reveals that analogy-making is, at its core, a high-level perceptual process. By understanding the fascinating dynamics between perception and concepts, you'll unlock the ability to make insightful and thought-provoking analogies. Copycat, the innovative computer model developed by the author and Douglas Hofstadter, simulates this intricate interplay, shedding light on the subconscious processes that underlie the formation of analogies.

In Copycat, both concepts and high-level perception emerge organically from countless low-level, parallel activities. This approach represents a groundbreaking synthesis between symbolic systems and connectionist systems, offering the most comprehensive understanding of the fluidity of concepts and high-level perception to date. By delving into the world of analogy-making, you'll gain valuable insights into the broader field of cognition, exploring concepts, perception, and the remarkable emergence of flexible ideas from a subcognitive substrate.

Don't miss this opportunity to revolutionize your creative thinking and expand your cognitive horizons. "Analogy-Making as Perception: A Computer Model Book Synopsis" is your key to unleashing your full innovative potential. Embrace the power of analogy and transform your thought process today.

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