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synaptic plasticity

41 papers

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Co-occurring keywords

neural network (6616) spiking neural network (331) hebbian learning (30) spiking neuron (36) bayesian inference (1907) spike-timing-dependent plasticity (12) hebbian plasticity (10) plasticity rule (9) spike timing dependent plasticity (5) recurrent neural network (1790)

Papers

Dynamic Weight Adaptation in Spiking Neural Networks Inspired by Biological Homeostasis AAAI 2026
Multi-View Incremental Learning with Structured Hebbian Plasticity for Enhanced Fusion Efficiency AAAI 2025
Discovering plasticity rules that organize and maintain neural circuits NIPS 2024
Feedback control guides credit assignment in recurrent neural networks NIPS 2024
Computation with Sequences of Assemblies in a Model of the Brain ALT 2024
Model Based Inference of Synaptic Plasticity Rules NIPS 2024
Formalizing locality for normative synaptic plasticity models NIPS 2023
Dis-inhibitory neuronal circuits can control the sign of synaptic plasticity NIPS 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 NIPS 2023
Adaptive whitening with fast gain modulation and slow synaptic plasticity NIPS 2023
A contrastive rule for meta-learning NIPS 2022
Meta-Reinforcement Learning with Self-Modifying Networks NIPS 2022
Tensor decompositions of higher-order correlations by nonlinear Hebbian plasticity NIPS 2021
Neural optimal feedback control with local learning rules NIPS 2021
Impression learning: Online representation learning with synaptic plasticity NIPS 2021
A Normative and Biologically Plausible Algorithm for Independent Component Analysis NIPS 2021
Unifying Activation- and Timing-based Learning Rules for Spiking Neural Networks NIPS 2020
H-Mem: Harnessing synaptic plasticity with Hebbian Memory Networks NIPS 2020
A meta-learning approach to (re)discover plasticity rules that carve a desired function into a neural network NIPS 2020
Meta-Learning through Hebbian Plasticity in Random Networks NIPS 2020
Learning efficient task-dependent representations with synaptic plasticity NIPS 2020
Learning to Remember: A Synaptic Plasticity Driven Framework for Continual Learning CVPR 2019
Dendritic cortical microcircuits approximate the backpropagation algorithm NIPS 2018
Differentiable plasticity: training plastic neural networks with backpropagation ICML 2018