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neural spike train

10 papers

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Co-occurring keywords · papers mentioning both

spike train (4) point process (4) generalized linear model (3) variational inference (3) renewal process (2) goodness-of-fit test (2) time-rescaling theorem (2) spike train analysis (2) gaussian process (2) neural encoding (2)

Papers

Parsing neural dynamics with infinite recurrent switching linear dynamical systems ICLR 2024 Bayesian nonparametric (non-)renewal processes for analyzing neural spike train variability NeurIPS 2023 Linear Time GPs for Inferring Latent Trajectories from Neural Spike Trains ICML 2023 Point process models for sequence detection in high-dimensional neural spike trains NeurIPS 2020 High-dimensional neural spike train analysis with generalized count linear dynamical systems NeurIPS 2015 On the relations of LFPs & Neural Spike Trains NeurIPS 2014 Fractionally Predictive Spiking Neurons NeurIPS 2010 Rescaling, thinning or complementing? On goodness-of-fit procedures for point process models and Generalized Linear Models NeurIPS 2010 Time-rescaling methods for the estimation and assessment of non-Poisson neural encoding models NeurIPS 2009 Inferring Neural Firing Rates from Spike Trains Using Gaussian Processes NeurIPS 2007