conftrace_

spiking neural network

331 papers

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Also known as

SNN

Co-occurring keywords

neuromorphic computing (95) energy efficiency (138) surrogate gradient (31) neuromorphic hardware (26) image classification (1944) membrane potential (24) artificial neural network (27) event camera (289) attention mechanism (4001) ann-snn conversion (15)

Papers

Efficient and Robust Spiking Neural Circuit for Navigation Inspired by Echolocating Bats NIPS 2016
Enforcing balance allows local supervised learning in spiking recurrent networks NIPS 2015
Backpropagation for Energy-Efficient Neuromorphic Computing NIPS 2015
Synaptic Sampling: A Bayesian Approach to Neural Network Plasticity and Rewiring NIPS 2015
Spatio-temporal Representations of Uncertainty in Spiking Neural Networks NIPS 2014
Neurons as Monte Carlo Samplers: Bayesian Inference and Learning in Spiking Networks NIPS 2014
Perfect Associative Learning with Spike-Timing-Dependent Plasticity NIPS 2013
Firing rate predictions in optimal balanced networks NIPS 2013
Hierarchical spike coding of sound NIPS 2012
A dynamic excitatory-inhibitory network in a VLSI chip for spiking information reregistrations NIPS 2012
Homeostatic plasticity in Bayesian spiking networks as Expectation Maximization with posterior constraints NIPS 2012
Oger: Modular Learning Architectures For Large-Scale Sequential Processing JMLR 2012
A Brain-Machine Interface Operating with a Real-Time Spiking Neural Network Control Algorithm NIPS 2011
Sequence learning with hidden units in spiking neural networks NIPS 2011
Variational Learning for Recurrent Spiking Networks NIPS 2011
Learning to localise sounds with spiking neural networks NIPS 2010
STDP enables spiking neurons to detect hidden causes of their inputs NIPS 2009
Code-specific policy gradient rules for spiking neurons NIPS 2009
Replacing supervised classification learning by Slow Feature Analysis in spiking neural networks NIPS 2009
Self-organization using synaptic plasticity NIPS 2008
Temporal Difference Based Actor Critic Learning - Convergence and Neural Implementation NIPS 2008
On Computational Power and the Order-Chaos Phase Transition in Reservoir Computing NIPS 2008
Short-Term Depression in VLSI Stochastic Synapse NIPS 2008
Contraction Properties of VLSI Cooperative Competitive Neural Networks of Spiking Neurons NIPS 2007
Learning to classify complex patterns using a VLSI network of spiking neurons NIPS 2007