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13 search results found

Glmspiketraintutorial ⭐ 80

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

Neuroglm ⭐ 34

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

Train deepGLM with Matlab, R and Python

Glmspiketools ⭐ 18

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

Riksneurotools ⭐ 15

Rik Henson's neuroimaging analysis tools

Glm_and_izhikevich ⭐ 11

This repository contains code for (1) generating example neural responses from an Izhikevich model, and (2) fitting a GLM to neural responses.

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

Scfc Coupling ⭐ 7

Code for paper Heritability and interindividual variability of regional structure-function coupling.

Fmri_mvpa ⭐ 7

Multi-Voxel Pattern Analysis (whole-brain searchlight) using Support Vector Machine Classification & Regression

Psychometriccurvefitting ⭐ 7

Psychometric curve fitting functions

Lectures_on_neuroimaging ⭐ 6

A GLM based approach to measure CFC

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