hebbian learning

HeLa-Mem: Hebbian Learning and Associative Memory for LLM Agents ACL 2026 HLML-SNN：Fast Continual Learning in Spiking Neural Networks Achieved via Hebbian Learning-Driven Meta-Learning AAAI 2026 Learning Successor Features with Distributed Hebbian Temporal Memory ICLR 2025 Multi-View Incremental Learning with Structured Hebbian Plasticity for Enhanced Fusion Efficiency AAAI 2025 Hebbian Learning based Orthogonal Projection for Continual Learning of Spiking Neural Networks ICLR 2024 Sleep-Like Unsupervised Replay Improves Performance When Data Are Limited or Unbalanced (Student Abstract) AAAI 2024 Two Tales of Single-Phase Contrastive Hebbian Learning ICML 2024 Visual Pinwheel Centers Act as Geometric Saliency Detectors NeurIPS 2024 What Do Hebbian Learners Learn? Reduction Axioms for Iterated Hebbian Learning AAAI 2024 Dis-inhibitory neuronal circuits can control the sign of synaptic plasticity NeurIPS 2023 Dual Propagation: Accelerating Contrastive Hebbian Learning with Dyadic Neurons ICML 2023 Hebbian Deep Learning Without Feedback ICLR 2023 Meta-learning families of plasticity rules in recurrent spiking networks using simulation-based inference NeurIPS 2023 Neuro-Modulated Hebbian Learning for Fully Test-Time Adaptation CVPR 2023 Online Training Through Time for Spiking Neural Networks NeurIPS 2022 Local plasticity rules can learn deep representations using self-supervised contrastive predictions NeurIPS 2021 Meta-Learning Bidirectional Update Rules ICML 2021 Reward based Hebbian Learning in Direct Feedback Alignment (Student Abstract) AAAI 2021 A meta-learning approach to (re)discover plasticity rules that carve a desired function into a neural network NeurIPS 2020 A simple normative network approximates local non-Hebbian learning in the cortex NeurIPS 2020 Characterizing emergent representations in a space of candidate learning rules for deep networks NeurIPS 2020 Kernelized information bottleneck leads to biologically plausible 3-factor Hebbian learning in deep networks NeurIPS 2020 Learning efficient task-dependent representations with synaptic plasticity NeurIPS 2020 ODE-Inspired Analysis for the Biological Version of Oja’s Rule in Solving Streaming PCA COLT 2020 Structured and Deep Similarity Matching via Structured and Deep Hebbian Networks NeurIPS 2019