Continual Learning of Recurrent Neural Networks by Locally Aligning
Distributed Representations

Continual Learning of Recurrent Neural Networks by Locally Aligning Distributed Representations

17 October 2018

Alexander Ororbia

Papers citing "Continual Learning of Recurrent Neural Networks by Locally Aligning Distributed Representations"

16 / 16 papers shown

Title
Tight Stability, Convergence, and Robustness Bounds for Predictive Coding Networks A. Mali Tommaso Salvatori Alexander Ororbia 37 0 0 07 Oct 2024
Active Sensing with Predictive Coding and Uncertainty Minimization A. Sharafeldin N. Imam Hannah Choi 20 3 0 02 Jul 2023
Robust Graph Representation Learning via Predictive Coding Billy Byiringiro Tommaso Salvatori Thomas Lukasiewicz OOD 31 6 0 09 Dec 2022
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 34 10 0 16 Nov 2022
Biologically-Inspired Continual Learning of Human Motion Sequences Joachim Ott Shihao Liu 29 0 0 02 Nov 2022
AdaptCL: Adaptive Continual Learning for Tackling Heterogeneity in Sequential Datasets Yuqing Zhao Divya Saxena Jiannong Cao CLL 22 12 0 22 Jul 2022
Backprop-Free Reinforcement Learning with Active Neural Generative Coding Alexander Ororbia A. Mali 41 15 0 10 Jul 2021
How to Train Your Wide Neural Network Without Backprop: An Input-Weight Alignment Perspective Akhilan Boopathy Ila Fiete 39 9 0 15 Jun 2021
Bidirectional Interaction between Visual and Motor Generative Models using Predictive Coding and Active Inference Louis Annabi Alexandre Pitti M. Quoy 16 10 0 19 Apr 2021
Continual Learning for Recurrent Neural Networks: an Empirical Evaluation Andrea Cossu Antonio Carta Vincenzo Lomonaco D. Bacciu CLL 36 107 0 12 Mar 2021
Training Deep Architectures Without End-to-End Backpropagation: A Survey on the Provably Optimal Methods Shiyu Duan José C. Príncipe MQ 38 3 0 09 Jan 2021
Incremental Training of a Recurrent Neural Network Exploiting a Multi-Scale Dynamic Memory Antonio Carta A. Sperduti D. Bacciu CLL 31 10 0 29 Jun 2020
Predictive Coding Approximates Backprop along Arbitrary Computation Graphs Beren Millidge Alexander Tschantz Christopher L. Buckley 30 118 0 07 Jun 2020
Efficient Architecture Search for Continual Learning Qiang Gao Zhipeng Luo Diego Klabjan CLL 43 48 0 07 Jun 2020
Spiking Neural Predictive Coding for Continual Learning from Data Streams Alexander Ororbia 23 25 0 23 Aug 2019
A Unified Framework of Online Learning Algorithms for Training Recurrent Neural Networks O. Marschall Kyunghyun Cho Cristina Savin FedML 36 72 0 05 Jul 2019