Bayesian Models of Cognition: Reverse Engineering the Mind

Bayesian Models of Cognition: Reverse Engineering the Mind

Thomas L. Griffiths , Nick Chater , Joshua Tenenbaum
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2024 · English · Hardcover
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Description

This work delves into the intricacies of Bayesian cognitive science, crafted by leading experts in the field. It explores the fundamental principles of how humans process information and make decisions, presenting a compelling case for the Bayesian approach as a powerful framework for understanding cognition.

The authors illustrate how this mathematical model can be applied to various cognitive phenomena, shedding light on complex mental processes such as perception, reasoning, and learning. Through detailed discussions and accessible explanations, they make the framework relatable to both seasoned researchers and newcomers to the field.

As a comprehensive introduction, it invites readers to consider the implications of this approach for future research in psychology, neuroscience, and artificial intelligence. The work serves not only as a foundational text but also as a springboard for innovative exploration into the workings of the mind.

Book Details

Format Hardcover
Pages 648 pages
Language English
Published Nov 12, 2024
Publisher The MIT Press
ISBN-10 0262049414
ISBN-13 9780262049412
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