conftrace_

spiking networks

6 papers

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Co-occurring keywords

spiking neural network (331) balanced network (5) bayesian inference (1907) probabilistic modeling (852) firing rate (8) simulation-based inference (31) plasticity rule (9) differentiable simulation (29) optimal decision making (3) mean-field theory (19)

Papers

Meta-learning families of plasticity rules in recurrent spiking networks using simulation-based inference NIPS 2023
Fitting summary statistics of neural data with a differentiable spiking network simulator NIPS 2021
A sampling-based circuit for optimal decision making NIPS 2021
Predictive coding in balanced neural networks with noise, chaos and delays NIPS 2020
Firing rate predictions in optimal balanced networks NIPS 2013
Homeostatic plasticity in Bayesian spiking networks as Expectation Maximization with posterior constraints NIPS 2012