conftrace_

point process

109 papers

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Co-occurring keywords

hawkes process (90) variational inference (2069) bayesian inference (1907) gaussian process (1200) event sequence (55) stochastic process (388) spike train (28) bayesian nonparametrics (270) intensity function (19) temporal point process (77)

Papers

Empirical models of spiking in neural populations NIPS 2011
Inferring spike-timing-dependent plasticity from spike train data NIPS 2011
Analytical Results for the Error in Filtering of Gaussian Processes NIPS 2011
Rescaling, thinning or complementing? On goodness-of-fit procedures for point process models and Generalized Linear Models NIPS 2010
A novel family of non-parametric cumulative based divergences for point processes NIPS 2010
Accounting for network effects in neuronal responses using L1 regularized point process models NIPS 2010
Neural characterization in partially observed populations of spiking neurons NIPS 2007
Measuring Neural Synchrony by Message Passing NIPS 2007
A neural network implementing optimal state estimation based on dynamic spike train decoding NIPS 2007