conftrace_

spike train analysis

9 papers

Explore in graph

Co-occurring keywords

spike train (28) bayesian inference (1907) gaussian process (1200) variational inference (2069) non-poisson processes (1) time-rescaling theorem (2) conditional renewal model (1) neural population (44) dendritic processing (2) kernel reconstruction (2)

Papers

Inferring Latent Dynamics Underlying Neural Population Activity via Neural Differential Equations ICML 2021
SpikeCaKe: Semi-Analytic Nonparametric Bayesian Inference for Spike-Spike Neuronal Connectivity AISTATS 2019
Gaussian process based nonlinear latent structure discovery in multivariate spike train data NIPS 2017
Spike train entropy-rate estimation using hierarchical Dirichlet process priors NIPS 2013
Identifying Dendritic Processing NIPS 2010
Time-rescaling methods for the estimation and assessment of non-Poisson neural encoding models NIPS 2009
A joint maximum-entropy model for binary neural population patterns and continuous signals NIPS 2009
Extracting State Transition Dynamics from Multiple Spike Trains with Correlated Poisson HMM NIPS 2008
A recipe for optimizing a time-histogram NIPS 2006