pillowlab / GLMspiketools
Fitting and simulation of Poisson generalized linear model for single and multi-neuron spike trains (Pillow et al 2008).
☆37Updated 5 years ago
Alternatives and similar repositories for GLMspiketools:
Users that are interested in GLMspiketools are comparing it to the libraries listed below
- Fitting and analysis of trial-based neural spike responses with Generalized Linear Model (GLM).☆68Updated 4 years ago
- Code for "Cortical areas interact through a communication subspace", Semedo et al. (Neuron, 2019)☆44Updated 5 years ago
- Simple tutorial on Gaussian and Poisson GLMs for single and multi-neuron spike train data☆92Updated 2 years ago
- Functions to assess quality of spike sorting results☆32Updated last year
- MATLAB toolbox for spike-train community detection☆14Updated last year
- Library to perform Slice Tensor Component Analysis (sliceTCA)☆46Updated this week
- A dimensionality reduction framework for disentangling the flow of signals between populations of neurons☆29Updated 2 years ago
- Pytorch implementation of LocaNMF☆35Updated 5 years ago
- MClust is a Matlab-based spike sorting toolbox for the separation of putative cells from multi-site neurophysiological recordings. It is…☆16Updated 2 years ago
- Neural Spike Train Analysis Toolbox for Matlab☆34Updated 7 years ago
- Neuroelectrophysiology object model and data analysis in Python.☆50Updated last week
- A course given at the 2017 Canadian Neuroscience meeting, Neural Signal Analysis Satellite.☆14Updated 6 years ago
- Linear-Nonlinear-Poisson (LNP) model fitting via Maximally-Informative-Dimensions (MID) / maximum likelihood☆18Updated 7 years ago
- Code implements the LN model used to describe spike trains of MEC neurons based on the animal's position, head direction, speed, and thet…☆23Updated 2 years ago
- A Matlab interface for reading and writing NWB files☆51Updated this week
- Matlab codepack for performing dimensionality reduction on neural data using TD-GPFA or GPFA.☆20Updated 7 years ago
- ☆48Updated 2 years ago
- A very simple and barebones tensor decomposition library for CP decomposition a.k.a. PARAFAC a.k.a. TCA☆33Updated last year
- Tools for analyzing spiking data from single-neuron recodings.☆26Updated this week
- WIP: Python port of Kilosort2☆50Updated last year
- non-parametric inference for convolutional filters in poisson glms☆13Updated 3 years ago
- IBL core shared libraries☆62Updated this week
- Ephys toolbox to match single units (electrophysiology) either within the same day (over splits) or across two days☆53Updated last week
- Code accompanying Steinmetz et al., 2019☆58Updated 3 years ago
- Zenith of Event-based Time-locked Anomalies☆13Updated last year
- Metrics for spike sorting validation/quality control☆12Updated 3 years ago
- MountainLab is data processing, sharing and visualization software for scientists. It is built around MountainSort, spike sorting softwar…☆44Updated 5 years ago
- ☆15Updated 10 months ago
- State space models for decoding hippocampal trajectories and determining their type using sorted or clusterless data☆47Updated 5 months ago
- ☆50Updated last week