NII-Kobayashi / GLMCCLinks
GLMCC: The generalized linear model for spike cross-correlation (Kobayashi et al., Nature Communications, 2019)
☆36Updated 2 years ago
Alternatives and similar repositories for GLMCC
Users that are interested in GLMCC are comparing it to the libraries listed below
Sorting:
- ☆58Updated 3 years ago
- A very simple and barebones tensor decomposition library for CP decomposition a.k.a. PARAFAC a.k.a. TCA☆38Updated last year
- Package for the data-driven representation of non-linear dynamics over manifolds based on a statistical distribution of local phase portr…☆85Updated last month
- State space models for decoding hippocampal trajectories and determining their type using sorted or clusterless data☆49Updated 11 months ago
- Library to perform Slice Tensor Component Analysis (sliceTCA)☆54Updated 6 months ago
- Code for "Cortical areas interact through a communication subspace", Semedo et al. (Neuron, 2019)☆47Updated 5 years ago
- A dimensionality reduction framework for disentangling the flow of signals between populations of neurons☆33Updated 3 weeks ago
- Simple tutorial on Gaussian and Poisson GLMs for single and multi-neuron spike train data☆96Updated 3 years ago
- Modules for processing extracellular electrophysiology data from Neuropixels probes☆120Updated last year
- Code to reproduce figures for "Mice alternate between discrete strategies during perceptual decision-making" from Ashwood, Roy, Stone, IB…☆50Updated 2 years ago
- Code to train and analyze multi-region data-constrained RNNs and perform Current-Based Decomposition (CURBD)☆54Updated 4 years ago
- A dimensionality reduction framework for characterizing the multi-dimensional, concurrent flow of signals across multiple neuronal popula…☆16Updated 5 months ago
- Fitting and simulation of Poisson generalized linear model for single and multi-neuron spike trains (Pillow et al 2008).☆43Updated 6 years ago
- Fitting and analysis of trial-based neural spike responses with Generalized Linear Model (GLM).☆71Updated 5 years ago
- Code for internal lab sharing - polishing has started but is by no means complete☆129Updated last year
- NeuroPyxels (npyx) is a python library built for electrophysiologists using Neuropixels electrodes. This package stems from the need of a…☆131Updated 2 months ago
- Pytorch implementation of LocaNMF☆36Updated 5 years ago
- Preferential Subspace Identification Algorithm☆54Updated 3 months ago
- SpikeForest -- spike sorting analysis for website -- version 2☆34Updated 2 years ago
- Matlab interface for Latent Factor Analysis via Dynamical Systems (LFADS)☆50Updated 3 years ago
- A MATLAB toolbox for performing information theory analyses of neuroscience data☆74Updated 7 years ago
- Code accompanying Steinmetz et al., 2019☆60Updated 4 years ago
- Sparse Component Analysis: An unsupervised method for recovering interpretable latent factors☆29Updated 7 months ago
- Code accompanying Inferring stochastic low-rank RNNs from neural data. @matthijspals☆24Updated 5 months ago
- A course given at the 2017 Canadian Neuroscience meeting, Neural Signal Analysis Satellite.☆14Updated 7 years ago
- ☆24Updated 5 years ago
- WIP: Python port of Kilosort2☆50Updated 2 years ago
- Tools for identifying sharp wave ripple events using LFPs☆38Updated 11 months ago
- jPCA for Neural Data Analysis in Python☆50Updated 2 years ago
- CoNNECT: Convolutional Neural Network for Estimating synaptic Connectivity from spike Trains. Endo et al., bioRxiv (2020).☆11Updated 3 years ago