标题
On the relationship between predictive coding and backpropagation
作者
关键词
Coding mechanisms, Algorithms, Convolutional coding, Neural networks, Feedforward neural networks, Artificial neural networks, Covariance, Coding theory
出版物
PLoS One
Volume 17, Issue 3, Pages e0266102
出版商
Public Library of Science (PLoS)
发表日期
2022-04-01
DOI
10.1371/journal.pone.0266102
参考文献
相关参考文献
注意:仅列出部分参考文献,下载原文获取全部文献信息。- Backpropagation and the brain
- (2020) Timothy P. Lillicrap et al. NATURE REVIEWS NEUROSCIENCE
- Learning prediction error neurons in a canonical interneuron circuit
- (2020) Loreen Hertäg et al. eLife
- Theories of Error Back-Propagation in the Brain
- (2019) James C.R. Whittington et al. TRENDS IN COGNITIVE SCIENCES
- Predictive Processing: A Canonical Cortical Computation
- (2018) Georg B. Keller et al. NEURON
- A tutorial on the free-energy framework for modelling perception and learning
- (2017) Rafal Bogacz JOURNAL OF MATHEMATICAL PSYCHOLOGY
- The free energy principle for action and perception: A mathematical review
- (2017) Christopher L. Buckley et al. JOURNAL OF MATHEMATICAL PSYCHOLOGY
- An Approximation of the Error Backpropagation Algorithm in a Predictive Coding Network with Local Hebbian Synaptic Plasticity
- (2017) James C. R. Whittington et al. NEURAL COMPUTATION
- Equilibrium Propagation: Bridging the Gap between Energy-Based Models and Backpropagation
- (2017) Benjamin Scellier et al. Frontiers in Computational Neuroscience
- Mismatch Receptive Fields in Mouse Visual Cortex
- (2016) Pawel Zmarz et al. NEURON
- Random synaptic feedback weights support error backpropagation for deep learning
- (2016) Timothy P. Lillicrap et al. Nature Communications
- ImageNet Large Scale Visual Recognition Challenge
- (2015) Olga Russakovsky et al. INTERNATIONAL JOURNAL OF COMPUTER VISION
- Learning by the Dendritic Prediction of Somatic Spiking
- (2014) Robert Urbanczik et al. NEURON
- Sensorimotor Mismatch Signals in Primary Visual Cortex of the Behaving Mouse
- (2012) Georg B. Keller et al. NEURON
- Canonical Microcircuits for Predictive Coding
- (2012) Andre M. Bastos et al. NEURON
- The free-energy principle: a unified brain theory?
- (2010) Karl Friston NATURE REVIEWS NEUROSCIENCE
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