Name: Bayesian Models of Perception and Action: An Introduction (en Inglés)
Price: 64.28 USD
Availability: InStock
Author: Wei Ji Ma; Konrad Paul Kording; Daniel Goldreich
ISBN: 9780262047593

portada Bayesian Models of Perception and Action: An Introduction (en Inglés)

Bayesian Models of Perception and Action: An Introduction (en Inglés)

Formato

Libro Físico

Editorial

The Mit Press

Autor

Wei Ji Ma; Konrad Paul Kording; Daniel Goldreich

Idioma

Inglés

N° páginas

408

Encuadernación

Tapa Dura

ISBN13

9780262047593

Bayesian Models of Perception and Action: An Introduction (en Inglés)

Wei Ji Ma; Konrad Paul Kording; Daniel Goldreich (Autor) · The Mit Press · Tapa Dura

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Reseña del libro "Bayesian Models of Perception and Action: An Introduction (en Inglés)"

An accessible introduction to constructing and interpreting Bayesian models of perceptual decision-making and action. Many forms of perception and action can be mathematically modeled as probabilistic--or Bayesian--inference, a method used to draw conclusions from uncertain evidence. According to these models, the human mind behaves like a capable data scientist or crime scene investigator when dealing with noisy and ambiguous data. This textbook provides an approachable introduction to constructing and reasoning with probabilistic models of perceptual decision-making and action. Featuring extensive examples and illustrations, Bayesian Models of Perception and Action is the first textbook to teach this widely used computational framework to beginners. Introduces Bayesian models of perception and action, which are central to cognitive science and neuroscienceBeginner-friendly pedagogy includes intuitive examples, daily life illustrations, and gradual progression of complex conceptsBroad appeal for students across psychology, neuroscience, cognitive science, linguistics, and mathematicsWritten by leaders in the field of computational approaches to mind and brain