synaptic plasticity

Unifying Activation- and Timing-based Learning Rules for Spiking Neural Networks NeurIPS 2020 Backpropamine: training self-modifying neural networks with differentiable neuromodulated plasticity ICLR 2019 Learning to Remember: A Synaptic Plasticity Driven Framework for Continual Learning CVPR 2019 Structured and Deep Similarity Matching via Structured and Deep Hebbian Networks NeurIPS 2019 Dendritic cortical microcircuits approximate the backpropagation algorithm NeurIPS 2018 Differentiable plasticity: training plastic neural networks with backpropagation ICML 2018 Synaptic Sampling: A Bayesian Approach to Neural Network Plasticity and Rewiring NeurIPS 2015 A framework for studying synaptic plasticity with neural spike train data NeurIPS 2014 Neurons as Monte Carlo Samplers: Bayesian Inference and Learning in Spiking Networks NeurIPS 2014 Correlations strike back (again): the case of associative memory retrieval NeurIPS 2013 Perfect Associative Learning with Spike-Timing-Dependent Plasticity NeurIPS 2013 Homeostatic plasticity in Bayesian spiking networks as Expectation Maximization with posterior constraints NeurIPS 2012 Neurally Plausible Reinforcement Learning of Working Memory Tasks NeurIPS 2012 Towards a learning-theoretic analysis of spike-timing dependent plasticity NeurIPS 2012 Waveform Driven Plasticity in BiFeO3 Memristive Devices: Model and Implementation NeurIPS 2012 Active dendrites: adaptation to spike-based communication NeurIPS 2011 Inferring spike-timing-dependent plasticity from spike train data NeurIPS 2011 Variational Learning for Recurrent Spiking Networks NeurIPS 2011 Spike timing-dependent plasticity as dynamic filter NeurIPS 2010 Know Thy Neighbour: A Normative Theory of Synaptic Depression NeurIPS 2009 Hebbian Learning of Bayes Optimal Decisions NeurIPS 2008 On the asymptotic equivalence between differential Hebbian and temporal difference learning using a local third factor NeurIPS 2008 Self-organization using synaptic plasticity NeurIPS 2008 A configurable analog VLSI neural network with spiking neurons and self-regulating plastic synapses NeurIPS 2007 Learning to classify complex patterns using a VLSI network of spiking neurons NeurIPS 2007