Active Inference: The Free Energy Principle in Mind, Brain, and Behavior

m_9780262369978-cover.jpeg

Dublin Core

Title

Active Inference: The Free Energy Principle in Mind, Brain, and Behavior

Subject

Priciples in Mind, Brain, Behavior

Description

The first comprehensive treatment of active inference, an integrative perspective on brain, cognition, and behavior used across multiple disciplines.

Active inference is a way of understanding sentient behavior—a theory that characterizes perception, planning, and action in terms of probabilistic inference. Developed by theoretical neuroscientist Karl Friston over years of groundbreaking research, active inference provides an integrated perspective on brain, cognition, and behavior that is increasingly used across multiple disciplines including neuroscience, psychology, and philosophy. Active inference puts the action into perception. This book offers the first comprehensive treatment of active inference, covering theory, applications, and cognitive domains.

Active inference is a “first principles” approach to understanding behavior and the brain, framed in terms of a single imperative to minimize free energy. The book emphasizes the implications of the free energy principle for understanding how the brain works. It first introduces active inference both conceptually and formally, contextualizing it within current theories of cognition. It then provides specific examples of computational models that use active inference to explain such cognitive phenomena as perception, attention, memory, and planning.

Creator

Thomas Parr, Giovanni Pezzulo, Karl J. Friston

Publisher

The MIT Press

Date

2022

Rights

CC BY-NC-ND 4.0

Relation

Format

pdf, html

Language

English

Type

Text

Identifier

Document Viewer