On the relationship between predictive coding and backpropagation

20 June 2021

Papers citing "On the relationship between predictive coding and backpropagation"

13 / 13 papers shown

Title
Local Loss Optimization in the Infinite Width: Stable Parameterization of Predictive Coding Networks and Target Propagation Satoki Ishikawa Rio Yokota Ryo Karakida 46 0 0 04 Nov 2024
Tight Stability, Convergence, and Robustness Bounds for Predictive Coding Networks A. Mali Tommaso Salvatori Alexander Ororbia 37 0 0 07 Oct 2024
Predictive Coding Networks and Inference Learning: Tutorial and Survey B. V. Zwol Ro Jefferson E. V. D. Broek 58 0 0 04 Jul 2024
Advancing Perception in Artificial Intelligence through Principles of Cognitive Science Palaash Agrawal Cheston Tan Heena Rathore 54 1 0 13 Oct 2023
Meta predictive learning model of languages in neural circuits Chan Li Junbin Qiu Haiping Huang MILM 29 1 0 08 Sep 2023
Biologically-Motivated Learning Model for Instructed Visual Processing R. Abel S. Ullman 25 0 0 04 Jun 2023
Understanding Predictive Coding as an Adaptive Trust-Region Method Francesco Innocenti Ryan Singh Christopher L. Buckley 23 0 0 29 May 2023
Understanding and Improving Optimization in Predictive Coding Networks Nick Alonso J. Krichmar Emre Neftci 73 7 0 23 May 2023
The Compositional Structure of Bayesian Inference Dylan Braithwaite Jules Hedges T. S. C. Smithe 24 7 0 10 May 2023
Predictive Coding as a Neuromorphic Alternative to Backpropagation: A Critical Evaluation Umais Zahid Qinghai Guo Z. Fountas BDL 26 7 0 05 Apr 2023
From seeing to remembering: Images with harder-to-reconstruct representations leave stronger memory traces Qi Lin Zifan Li John D. Lafferty Ilker Yildirim 12 1 0 21 Feb 2023
Holomorphic Equilibrium Propagation Computes Exact Gradients Through Finite Size Oscillations Axel Laborieux Friedemann Zenke 36 33 0 01 Sep 2022
Differentiable Generalised Predictive Coding André Ofner Sebastian Stober BDL AI4CE 16 1 0 02 Dec 2021