Diffusion-based neuromodulation can eliminate catastrophic forgetting in simple neural networks

20 May 2017

Jeff Clune

Papers citing "Diffusion-based neuromodulation can eliminate catastrophic forgetting in simple neural networks"

22 / 22 papers shown

Title
Catastrophic Forgetting in Deep Learning: A Comprehensive Taxonomy Everton L. Aleixo J. Colonna Marco Cristo Everlandio Fernandes CLL 62 23 0 16 Dec 2023
Life-inspired Interoceptive Artificial Intelligence for Autonomous and Adaptive Agents Sungwoo Lee Younghyun Oh Hyunhoe An Hyebhin Yoon K. Friston Seok Jun Hong Choong-Wan Woo AI4CE 39 1 0 12 Sep 2023
Neuromodulation Gated Transformer Kobe Knowles Joshua Bensemann Diana Benavides-Prado Vithya Yogarajan Michael Witbrock Gillian Dobbie Yang Chen 32 0 0 05 May 2023
Learning to learn online with neuromodulated synaptic plasticity in spiking neural networks Samuel Schmidgall Joe Hays 46 3 0 25 Jun 2022
Sapinet: A sparse event-based spatiotemporal oscillator for learning in the wild Ayon Borthakur 23 0 0 13 Apr 2022
A Neural Network Model of Continual Learning with Cognitive Control Jacob Russin Maryam Zolfaghar Seongmin A. Park E. Boorman R. C. O'Reilly CLL 9 14 0 09 Feb 2022
Continual Learning of a Mixed Sequence of Similar and Dissimilar Tasks Zixuan Ke Bing-Quan Liu Xingchang Huang CLL 25 122 0 18 Dec 2021
Context Meta-Reinforcement Learning via Neuromodulation Eseoghene Ben-Iwhiwhu Jeffery Dick Nicholas A. Ketz Praveen K. Pilly Andrea Soltoggio OffRL 50 12 0 30 Oct 2021
Meta-Learning Bidirectional Update Rules Mark Sandler Max Vladymyrov A. Zhmoginov Nolan Miller Andrew Jackson T. Madams Blaise Agüera y Arcas 27 15 0 10 Apr 2021
Continual Learning: Tackling Catastrophic Forgetting in Deep Neural Networks with Replay Processes Timothée Lesort CLL 29 22 0 01 Jul 2020
Backpropamine: training self-modifying neural networks with differentiable neuromodulated plasticity Thomas Miconi Aditya Rawal Jeff Clune Kenneth O. Stanley 19 90 0 24 Feb 2020
Learning to Continually Learn Shawn L. E. Beaulieu Lapo Frati Thomas Miconi Joel Lehman Kenneth O. Stanley Jeff Clune Nick Cheney KELM CLL 46 147 0 21 Feb 2020
Continual Learning for Robotics: Definition, Framework, Learning Strategies, Opportunities and Challenges Timothée Lesort Vincenzo Lomonaco Andrei Stoian Davide Maltoni David Filliat Natalia Díaz Rodríguez CLL 24 248 0 29 Jun 2019
AI-GAs: AI-generating algorithms, an alternate paradigm for producing general artificial intelligence Jeff Clune 17 116 0 27 May 2019
Guiding Neuroevolution with Structural Objectives K. Ellefsen Joost Huizinga J. Tørresen 24 10 0 12 Feb 2019
Go-Explore: a New Approach for Hard-Exploration Problems Adrien Ecoffet Joost Huizinga Joel Lehman Kenneth O. Stanley Jeff Clune AI4TS 24 363 0 30 Jan 2019
Neuromodulated Learning in Deep Neural Networks Dennis G. Wilson Sylvain Cussat-Blanc H. Luga K. Harrington 14 2 0 05 Dec 2018
Combating catastrophic forgetting with developmental compression Shawn L. E. Beaulieu Sam Kriegman Josh Bongard 30 4 0 12 Apr 2018
Interoceptive robustness through environment-mediated morphological development Sam Kriegman Nick Cheney Francesco Corucci Josh Bongard 6 21 0 06 Apr 2018
Alleviating catastrophic forgetting using context-dependent gating and synaptic stabilization Nicolas Y. Masse Gregory D. Grant David J. Freedman 27 280 0 02 Feb 2018
Improving Exploration in Evolution Strategies for Deep Reinforcement Learning via a Population of Novelty-Seeking Agents Edoardo Conti Vashisht Madhavan F. Such Joel Lehman Kenneth O. Stanley Jeff Clune 21 342 0 18 Dec 2017
Born to Learn: the Inspiration, Progress, and Future of Evolved Plastic Artificial Neural Networks Andrea Soltoggio Kenneth O. Stanley S. Risi AI4CE 36 136 0 30 Mar 2017