conftrace_

spike train

28 papers

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Co-occurring keywords

point process (109) bayesian inference (1907) spike train analysis (9) generalized linear model (138) neural network (6616) neural spike train (7) variational inference (2069) empirical baye (44) neural circuit (18) neural datum (15)

Papers

Inference and sampling of point processes from diffusion excursions UAI 2023
Spiking Graph Convolutional Networks IJCAI 2022
Neural Network Poisson Models for Behavioural and Neural Spike Train Data ICML 2022
Dynamic Analysis of Higher-Order Coordination in Neuronal Assemblies via De-Sparsified Orthogonal Matching Pursuit NIPS 2021
Point process models for sequence detection in high-dimensional neural spike trains NIPS 2020
Rescuing neural spike train models from bad MLE NIPS 2020
Mutually Regressive Point Processes NIPS 2019
Temporal alignment and latent Gaussian process factor inference in population spike trains NIPS 2018
Gaussian process based nonlinear latent structure discovery in multivariate spike train data NIPS 2017
Bayesian latent structure discovery from multi-neuron recordings NIPS 2016
High-dimensional neural spike train analysis with generalized count linear dynamical systems NIPS 2015
Inferring sparse representations of continuous signals with continuous orthogonal matching pursuit NIPS 2014
On the relations of LFPs & Neural Spike Trains NIPS 2014
A framework for studying synaptic plasticity with neural spike train data NIPS 2014
Bayesian entropy estimation for binary spike train data using parametric prior knowledge NIPS 2013
Spike train entropy-rate estimation using hierarchical Dirichlet process priors NIPS 2013
Learning optimal spike-based representations NIPS 2012
Inferring spike-timing-dependent plasticity from spike train data NIPS 2011
Identifying Dendritic Processing NIPS 2010
A novel family of non-parametric cumulative based divergences for point processes NIPS 2010
A Novel Kernel for Learning a Neuron Model from Spike Train Data NIPS 2010
Time-rescaling methods for the estimation and assessment of non-Poisson neural encoding models NIPS 2009
Optimal context separation of spiking haptic signals by second-order somatosensory neurons NIPS 2009
Extracting State Transition Dynamics from Multiple Spike Trains with Correlated Poisson HMM NIPS 2008
Short-Term Depression in VLSI Stochastic Synapse NIPS 2008