synaptic plasticity

Dynamic Weight Adaptation in Spiking Neural Networks Inspired by Biological Homeostasis AAAI 2026 Delay-DSGN: A Dynamic Spiking Graph Neural Network with Delay Mechanisms for Evolving Graph ICML 2025 Multi-View Incremental Learning with Structured Hebbian Plasticity for Enhanced Fusion Efficiency AAAI 2025 Computation with Sequences of Assemblies in a Model of the Brain ALT 2024 Discovering plasticity rules that organize and maintain neural circuits NeurIPS 2024 Feedback control guides credit assignment in recurrent neural networks NeurIPS 2024 Model Based Inference of Synaptic Plasticity Rules NeurIPS 2024 Synaptic Weight Distributions Depend on the Geometry of Plasticity ICLR 2024 Towards efficient deep spiking neural networks construction with spiking activity based pruning ICML 2024 Adaptive whitening with fast gain modulation and slow synaptic plasticity NeurIPS 2023 Dis-inhibitory neuronal circuits can control the sign of synaptic plasticity NeurIPS 2023 Formalizing locality for normative synaptic plasticity models NeurIPS 2023 Hebbian and Gradient-based Plasticity Enables Robust Memory and Rapid Learning in RNNs ICLR 2023 Learning to acquire novel cognitive tasks with evolution, plasticity and meta-meta-learning ICML 2023 Slow and Weak Attractor Computation Embedded in Fast and Strong E-I Balanced Neural Dynamics NeurIPS 2023 A contrastive rule for meta-learning NeurIPS 2022 Meta-Reinforcement Learning with Self-Modifying Networks NeurIPS 2022 A Normative and Biologically Plausible Algorithm for Independent Component Analysis NeurIPS 2021 Impression learning: Online representation learning with synaptic plasticity NeurIPS 2021 Neural optimal feedback control with local learning rules NeurIPS 2021 Tensor decompositions of higher-order correlations by nonlinear Hebbian plasticity NeurIPS 2021 A meta-learning approach to (re)discover plasticity rules that carve a desired function into a neural network NeurIPS 2020 H-Mem: Harnessing synaptic plasticity with Hebbian Memory Networks NeurIPS 2020 Learning efficient task-dependent representations with synaptic plasticity NeurIPS 2020 Meta-Learning through Hebbian Plasticity in Random Networks NeurIPS 2020