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7 search results found

Glmspiketraintutorial ⭐ 80

Simple tutorial on Gaussian and Poisson GLMs for single and multi-neuron spike train data

Spykesml ⭐ 40

A class for using ML algorithms for spike prediction

Neuroglm ⭐ 34

Fitting and analysis of trial-based neural spike responses with Generalized Linear Model (GLM).

Glmspiketools ⭐ 18

Fitting and simulation of Poisson generalized linear model for single and multi-neuron spike trains (Pillow et al 2008).

GLMCC: The generalized linear model for spike cross-correlation (Kobayashi et al., Nature Communications, 2019)

Accompanying code for Aljadeff et al., 'Analysis of Neuronal Spike Trains, Deconstructed', Neuron (2016)

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