Avoiding Catastrophe: Active Dendrites Enable Multi-Task Learning in
Dynamic Environments

Avoiding Catastrophe: Active Dendrites Enable Multi-Task Learning in Dynamic Environments

31 December 2021

Jérémy Forest

Papers citing "Avoiding Catastrophe: Active Dendrites Enable Multi-Task Learning in Dynamic Environments"

15 / 15 papers shown

Title
Replay4NCL: An Efficient Memory Replay-based Methodology for Neuromorphic Continual Learning in Embedded AI Systems M. Minhas Rachmad Vidya Wicaksana Putra Falah R. Awwad Osman Hasan Muhammad Shafique 37 1 0 21 Mar 2025
Kernel Operator-Theoretic Bayesian Filter for Nonlinear Dynamical Systems Kan Li José C. Príncipe 24 0 0 31 Oct 2024
Breaking Neural Network Scaling Laws with Modularity Akhilan Boopathy Sunshine Jiang William Yue Jaedong Hwang Abhiram Iyer Ila Fiete OOD 34 2 0 09 Sep 2024
Theories of synaptic memory consolidation and intelligent plasticity for continual learning Friedemann Zenke Axel Laborieux 21 1 0 27 May 2024
Task agnostic continual learning with Pairwise layer architecture Santtu Keskinen CLL 32 1 0 22 May 2024
Active Dendrites Enable Efficient Continual Learning in Time-To-First-Spike Neural Networks Lorenzo Pes Rick Luiken Federico Corradi Charlotte Frenkel 24 5 0 30 Apr 2024
Continual Learning of Diffusion Models with Generative Distillation Sergi Masip Pau Rodriguez Tinne Tuytelaars Gido M. van de Ven VLM DiffM 34 7 0 23 Nov 2023
Leveraging dendritic properties to advance machine learning and neuro-inspired computing Michalis Pagkalos R. Makarov Panayiota Poirazi AI4CE 28 10 0 13 Jun 2023
Context selectivity with dynamic availability enables lifelong continual learning M. Barry W. Gerstner G. Bellec CLL 11 0 0 02 Jun 2023
A Study of Biologically Plausible Neural Network: The Role and Interactions of Brain-Inspired Mechanisms in Continual Learning F. Sarfraz Elahe Arani Bahram Zonooz 27 2 0 13 Apr 2023
Artificial Neuronal Ensembles with Learned Context Dependent Gating M. Tilley Michelle Miller David J. Freedman 19 3 0 17 Jan 2023
Sparse Coding in a Dual Memory System for Lifelong Learning F. Sarfraz Elahe Arani Bahram Zonooz CLL 16 20 0 28 Dec 2022
The Role Of Biology In Deep Learning Robert Bain 22 0 0 07 Sep 2022
Continual Learning of Dynamical Systems with Competitive Federated Reservoir Computing Leonard Bereska E. Gavves 22 6 0 27 Jun 2022
Modelling continual learning in humans with Hebbian context gating and exponentially decaying task signals Timo Flesch D. G. Nagy Andrew M. Saxe Christopher Summerfield 26 34 0 22 Mar 2022