Arsha89 / AGC_AnalysisLinks
Extracting neuronal functional network dynamics via adaptive Granger causality analysis
☆18Updated 7 years ago
Alternatives and similar repositories for AGC_Analysis
Users that are interested in AGC_Analysis are comparing it to the libraries listed below
Sorting:
- Fitting and simulation of Poisson generalized linear model for single and multi-neuron spike trains (Pillow et al 2008).☆43Updated 6 years ago
- A dimensionality reduction framework for disentangling the flow of signals between populations of neurons☆33Updated last month
- This repository contains code for (1) generating example neural responses from an Izhikevich model, and (2) fitting a GLM to neural respo…☆13Updated 2 years ago
- Code for "Cortical areas interact through a communication subspace", Semedo et al. (Neuron, 2019)☆47Updated 6 years ago
- A very simple and barebones tensor decomposition library for CP decomposition a.k.a. PARAFAC a.k.a. TCA☆39Updated last year
- ☆55Updated 7 months ago
- Fitting and analysis of trial-based neural spike responses with Generalized Linear Model (GLM).☆72Updated 5 years ago
- A MATLAB toolbox for performing information theory analyses of neuroscience data☆74Updated 7 years ago
- Gaussian Process Factor Analysis☆30Updated 10 years ago
- Code to reproduce figures for "Mice alternate between discrete strategies during perceptual decision-making" from Ashwood, Roy, Stone, IB…☆50Updated 2 years ago
- Linear-Nonlinear-Poisson (LNP) model fitting via Maximally-Informative-Dimensions (MID) / maximum likelihood☆19Updated 7 years ago
- Preferential Subspace Identification Algorithm☆54Updated 4 months ago
- Simple tutorial on Gaussian and Poisson GLMs for single and multi-neuron spike train data☆96Updated 3 years ago
- Automatic spike sorting, cluster visualization, spike sorting GUIs☆44Updated last week
- Matlab codepack for performing dimensionality reduction on neural data using TD-GPFA or GPFA.☆20Updated 8 years ago
- Code and data for the book "Case Studies in Neural Data Analysis"☆36Updated 8 years ago
- Library to perform Slice Tensor Component Analysis (sliceTCA)☆54Updated 7 months ago
- State space models for decoding hippocampal trajectories and determining their type using sorted or clusterless data☆50Updated last week
- Pytorch implementation of LocaNMF☆36Updated 5 years ago
- An algorithm for unsupervised discovery of sequential structure☆169Updated last year
- Functions for calculating mutual information and other information theoretic quantities using a parametric Gaussian copula.☆94Updated 5 years ago
- Preferential Subspace Identification Algorithm☆54Updated last year
- Codebase for Cross-Spectral Factor Analysis (Gallagher et al., 2017)☆14Updated 4 years ago
- Gaussian process factor analysis with Poisson observations☆19Updated 3 years ago
- Sparse Component Analysis: An unsupervised method for recovering interpretable latent factors☆28Updated 7 months ago
- Open-Source MATLAB toolbox for transfer entropy estimation☆61Updated 7 years ago
- GLMCC: The generalized linear model for spike cross-correlation (Kobayashi et al., Nature Communications, 2019)☆36Updated 3 years ago
- MATLAB and Python code for analyses and modelling human ephys data☆13Updated 2 years ago
- Recordings of 10k neurons during spontaneous behaviors☆54Updated last year
- all kinds of random code tools☆38Updated 5 years ago