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spiking networks

8 papers

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Co-occurring keywords · papers mentioning both

spiking neural network (5) bayesian inference (3) balanced network (2) synaptic plasticity (2) probabilistic modeling (2) homeostatic plasticity (1) hidden markov model (1) probabilistic model (1) firing rate (1) recurrent neural network (1)

Papers

Meta-learning families of plasticity rules in recurrent spiking networks using simulation-based inference NeurIPS 2023 A sampling-based circuit for optimal decision making NeurIPS 2021 Fitting summary statistics of neural data with a differentiable spiking network simulator NeurIPS 2021 Predictive coding in balanced neural networks with noise, chaos and delays NeurIPS 2020 Neurons as Monte Carlo Samplers: Bayesian Inference and Learning in Spiking Networks NeurIPS 2014 Unsupervised learning of an efficient short-term memory network NeurIPS 2014 Firing rate predictions in optimal balanced networks NeurIPS 2013 Homeostatic plasticity in Bayesian spiking networks as Expectation Maximization with posterior constraints NeurIPS 2012