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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

Synaptic Sampling: A Bayesian Approach to Neural Network Plasticity and Rewiring NIPS 2015
Neurons as Monte Carlo Samplers: Bayesian Inference and Learning in Spiking Networks NIPS 2014
A framework for studying synaptic plasticity with neural spike train data NIPS 2014
Perfect Associative Learning with Spike-Timing-Dependent Plasticity NIPS 2013
Waveform Driven Plasticity in BiFeO3 Memristive Devices: Model and Implementation NIPS 2012
Neurally Plausible Reinforcement Learning of Working Memory Tasks NIPS 2012
Towards a learning-theoretic analysis of spike-timing dependent plasticity NIPS 2012
Variational Learning for Recurrent Spiking Networks NIPS 2011
Inferring spike-timing-dependent plasticity from spike train data NIPS 2011
Active dendrites: adaptation to spike-based communication NIPS 2011
Spike timing-dependent plasticity as dynamic filter NIPS 2010
Self-organization using synaptic plasticity NIPS 2008
Hebbian Learning of Bayes Optimal Decisions NIPS 2008
A configurable analog VLSI neural network with spiking neurons and self-regulating plastic synapses NIPS 2007
Theoretical Analysis of Learning with Reward-Modulated Spike-Timing-Dependent Plasticity NIPS 2007
Learning to classify complex patterns using a VLSI network of spiking neurons NIPS 2007