- Maximum Entropy 모델 - Bayesian Brain 이론 - Predictive Coding - Free Energy Principle - MemGPT 구현 - ANN Search 알고리즘 - Information Theory와 메모리 - Trust & Reputation 시스템 - Actor-Critic 강화학습 - 최신 메모리 시스템 서베이
612 B
612 B
Predictive coding: a theoretical and experimental review
- Authors: S. J. Egner, C. Summerfield
- Year: 2013
- Summary: This paper reviews the theory of predictive coding, a specific neurobiological model of how the brain might implement Bayesian inference. It details the hierarchical process where top-down predictions are compared with bottom-up sensory signals, and only the 'prediction error' is propagated. This is a highly efficient coding scheme for memory, as it prioritizes novel and unexpected information.
- Link: https://www.frontiersin.org/articles/10.3389/fnins.2013.00260/full