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Bayesian Models of Perception and Action

By Kording, Konrad Paul

Product Image: Bayesian Models of Perception and Action

Bayesian Models of Perception and Action

0 - Default Title
Description
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 neuroscience- Beginner-friendly pedagogy includes intuitive examples, daily life illustrations, and gradual progression of complex concepts- Broad appeal for students across psychology, neuroscience, cognitive science, linguistics, and mathematics- Written by leaders in the field of computational approaches to mind and brain
Product details
Number of Pages:
360
Release Date:
2023-08-08
Publication Date:
2023-08-08
Publisher:
MIT Press Ltd
Languages:
Original: English
ISBN10:
0262047594
ISBN13:
9780262047593
GPSR Manufacturer Reference:
[email protected]
Weight:
1028 g
Height:
209 cm
Width:
261 cm
Thickness:
29 cm
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