Predictive Coding: Towards a Future of Deep Learning beyond
Backpropagation?

Predictive Coding: Towards a Future of Deep Learning beyond Backpropagation?

18 February 2022

Tommaso Salvatori

Thomas Lukasiewicz

Papers citing "Predictive Coding: Towards a Future of Deep Learning beyond Backpropagation?"

12 / 12 papers shown

Title
Provable Accuracy Bounds for Hybrid Dynamical Optimization and Sampling Matthew Burns Qingyuan Hou Michael Huang 29 1 0 08 Oct 2024
Tight Stability, Convergence, and Robustness Bounds for Predictive Coding Networks A. Mali Tommaso Salvatori Alexander Ororbia 25 0 0 07 Oct 2024
Report on Candidate Computational Indicators for Conscious Valenced Experience Andres Campero 20 1 0 25 Apr 2024
Improving deep learning with prior knowledge and cognitive models: A survey on enhancing explainability, adversarial robustness and zero-shot learning F. Mumuni A. Mumuni AAML 22 5 0 11 Mar 2024
Neither hype nor gloom do DNNs justice Gaurav Malhotra Christian Tsvetkov B. D. Evans 13 114 0 08 Dec 2023
The generalized Hierarchical Gaussian Filter Lilian A. E. Weber Peter Thestrup Waade Nicolas Legrand Anna Hedvig Moller K. Stephan C. Mathys 9 5 0 18 May 2023
The Compositional Structure of Bayesian Inference Dylan Braithwaite Jules Hedges T. S. C. Smithe 9 7 0 10 May 2023
A Stable, Fast, and Fully Automatic Learning Algorithm for Predictive Coding Networks Tommaso Salvatori Yuhang Song Yordan Yordanov Beren Millidge Zheng R. Xu Lei Sha Cornelius Emde Rafal Bogacz Thomas Lukasiewicz 13 10 0 16 Nov 2022
Hybrid Predictive Coding: Inferring, Fast and Slow Alexander Tschantz Beren Millidge A. Seth Christopher L. Buckley 10 36 0 05 Apr 2022
A Brain Inspired Learning Algorithm for the Perception of a Quadrotor in Wind A. Meera M. Wisse 21 6 0 24 Sep 2021
Scaling Laws for Neural Language Models Jared Kaplan Sam McCandlish T. Henighan Tom B. Brown B. Chess R. Child Scott Gray Alec Radford Jeff Wu Dario Amodei 220 3,054 0 23 Jan 2020
Improving neural networks by preventing co-adaptation of feature detectors Geoffrey E. Hinton Nitish Srivastava A. Krizhevsky Ilya Sutskever Ruslan Salakhutdinov VLM 240 7,597 0 03 Jul 2012