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Książka Bayesian Models of Perception and Action Wei Ji Ma

Bayesian Models of Perception and Action

An Introduction

Autor: Wei Ji Ma, Konrad Paul Kording
Język: Angielski
Oprawa: Twarda
Wydawca: MIT Press Ltd
Dostępność: Dostępna u dostawcy w małych ilościach
Wysyłamy za 11-15 dni
309.43 zł
An accessible introduction to constructing and interpreting Bayesian models of perceptual decision-m...

Informacje o książce

Autor
Wei Ji Ma, Konrad Paul Kording
Język
Angielski
Oprawa
Książka - Twarda
Data wydania
2023
strony
360
EAN
9780262047593
Enbook ID
42997041
Wydawca
MIT Press Ltd
Waga
1018
Wymiary
178 x 254

Pełny opis

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

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