Metrics of Task Relations Predict Continual Learning Performance
Haozhe Shan, Qianyi Li, Haim Sompolinskyvia catastrophic forgetting
Forgetting
15 items across 2 concepts
15 ePosters
Newest first
ePosters15
COSYNE 2025
Bernstein2024 · 5 ePosters
2024
Continual learning using dendritic modulations on view-invariant feedforward weights
Viet Anh Khoa Tran, Emre Neftci, Willem Wybovia catastrophic forgetting
Correcting cortical output: a distributed learning framework for motor adaptation
Leonardo Agueci, N Alex Cayco Gajicvia catastrophic forgetting
Evaluating Memory Behavior in Continual Learning using the Posterior in a Binary Bayesian Network
Akshay Bedhotiya, Emre Neftcivia catastrophic forgetting
'Reusers' and 'Unlearners' display distinct effects of forgetting on reversal learning in neural networks
Jonas Elpelt, Jens-Bastian Eppler, Johannes Seiler et al.
A Study of a biologically plausible combination of Sparsity, Weight Imprinting and Forward Inhibition in Continual Learning
Golzar Atefi, Justus Westerhof, Felix Gers, Erik Rodnervia catastrophic forgetting
FENS2024 · 3 ePosters
2024
A dynamic attractor network model of memory coding
Marta Boscaglia, Chiara Gastaldi, Wulfram Gerstner, Rodrigo Quian Quiroga
Emotional memory reactivation supports flexible sleep strategies
Menghan Yu, Bo Lei, Yi Zhong
Forgetting slows down reversal learning in behaving mice and artificial neuronal networks
Jonas Elpelt, Jens-Bastian Eppler, Johannes P.-H. Seiler et al.
COSYNE2023 · 1 ePoster, 2022 · 5 ePosters
2023
Inhibitory gating of non-linear dendrites enables stable learning of assemblies without forgetting
Mikołaj Maurycy Miękus, Christoph Miehl, Sebastian Onasch, Julijana Gjorgjievavia catastrophic forgetting
2022
An anatomically accurate circuit for short- and long-term motivational learning in fruit flies
Evripidis Gkanias, Barbara Webb
Continual Reinforcement Learning with Multi-Timescale Successor Features
Raymond Chua, Christos Kaplanis, Doina Precupvia catastrophic forgetting
Dissecting the Factors of Metaplasticity with Meta-Continual Learning
Hin Wai Lui, Emre Neftcivia catastrophic forgetting
An Analytical Theory of Curriculum Learning
Luca Saglietti, Stefano Sarao Mannelli, Andrew Saxevia catastrophic forgetting
Operative Dimensions in High-Dimensional Connectivity of Recurrent Neural Networks
Renate Krause, Matthew Cook, Valerio Mante, Giacomo Indiverivia catastrophic forgetting