# The Bayesian Brain: A Probabilistic Approach to Neural Coding and Computation

- **Authors**: Kenji Doya, Shin Ishii, Alexandre Pouget, Rajesh P. N. Rao
- **Year**: 2007
- **Summary**: This book provides a comprehensive overview of the Bayesian brain hypothesis. It argues that the brain represents knowledge as probability distributions and that perception and motor control can be understood as forms of Bayesian inference. It covers how neurons can perform probabilistic computations and how these principles apply to various cognitive functions, including memory.
- **Link**: https://mitpress.mit.edu/9780262042383/the-bayesian-brain/
