spike train

Inference and sampling of point processes from diffusion excursions UAI 2023 Neural Network Poisson Models for Behavioural and Neural Spike Train Data ICML 2022 Spiking Graph Convolutional Networks IJCAI 2022 Dynamic Analysis of Higher-Order Coordination in Neuronal Assemblies via De-Sparsified Orthogonal Matching Pursuit NeurIPS 2021 Efficient Inference of Flexible Interaction in Spiking-neuron Networks ICLR 2021 Point process models for sequence detection in high-dimensional neural spike trains NeurIPS 2020 Rescuing neural spike train models from bad MLE NeurIPS 2020 Mutually Regressive Point Processes NeurIPS 2019 Synthesizing realistic neural population activity patterns using Generative Adversarial Networks ICLR 2018 Temporal alignment and latent Gaussian process factor inference in population spike trains NeurIPS 2018 Gaussian process based nonlinear latent structure discovery in multivariate spike train data NeurIPS 2017 Bayesian latent structure discovery from multi-neuron recordings NeurIPS 2016 High-dimensional neural spike train analysis with generalized count linear dynamical systems NeurIPS 2015 A framework for studying synaptic plasticity with neural spike train data NeurIPS 2014 Inferring sparse representations of continuous signals with continuous orthogonal matching pursuit NeurIPS 2014 Inferring synaptic conductances from spike trains with a biophysically inspired point process model NeurIPS 2014 On the relations of LFPs & Neural Spike Trains NeurIPS 2014 Real-Time Decoding of an Integrate and Fire Encoder NeurIPS 2014 Bayesian entropy estimation for binary spike train data using parametric prior knowledge NeurIPS 2013 Recurrent linear models of simultaneously-recorded neural populations NeurIPS 2013 Spike train entropy-rate estimation using hierarchical Dirichlet process priors NeurIPS 2013 Coding efficiency and detectability of rate fluctuations with non-Poisson neuronal firing NeurIPS 2012 Learning optimal spike-based representations NeurIPS 2012 Inferring spike-timing-dependent plasticity from spike train data NeurIPS 2011 Accounting for network effects in neuronal responses using L1 regularized point process models NeurIPS 2010