nmtimme / Neuroscience-Information-Theory-Toolbox
A MATLAB toolbox for performing information theory analyses of neuroscience data
☆73Updated 6 years ago
Alternatives and similar repositories for Neuroscience-Information-Theory-Toolbox:
Users that are interested in Neuroscience-Information-Theory-Toolbox are comparing it to the libraries listed below
- A dimensionality reduction framework for disentangling the flow of signals between populations of neurons☆29Updated 2 years ago
- A Matlab interface for reading and writing NWB files☆51Updated this week
- Code to reproduce figures for "Mice alternate between discrete strategies during perceptual decision-making" from Ashwood, Roy, Stone, IB…☆42Updated last year
- 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
- Fitting and analysis of trial-based neural spike responses with Generalized Linear Model (GLM).☆68Updated 4 years ago
- Code for internal lab sharing - polishing has started but is by no means complete☆125Updated last year
- Preferential Subspace Identification Algorithm☆52Updated 4 months ago
- Library to perform Slice Tensor Component Analysis (sliceTCA)☆48Updated last week
- ☆48Updated 2 years ago
- Matlab code for interacting with the Open Ephys GUI☆14Updated 5 months ago
- Ephys toolbox to match single units (electrophysiology) either within the same day (over splits) or across two days☆54Updated 3 weeks ago
- Fitting and simulation of Poisson generalized linear model for single and multi-neuron spike trains (Pillow et al 2008).☆37Updated 5 years ago
- State space models for decoding hippocampal trajectories and determining their type using sorted or clusterless data☆48Updated 5 months ago
- "Approaches to Study Neural Circuits" course☆65Updated 3 months ago
- Simple tutorial on Gaussian and Poisson GLMs for single and multi-neuron spike train data☆92Updated 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
- Python-module for calculation of extracellular potentials from multicompartment neuron models and networks☆79Updated last month
- 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 wrapper for spectral parameterization.☆46Updated last year
- Utilities for managing Neuropixel datasets and Kilosort results☆46Updated last year
- pynapple collaborative data analysis (high level python scripts)☆37Updated 11 months ago
- This is a tutorial for key data analysis steps used by neuroscientists - filtering, spike extraction, PCA, clustering, and spectral analy…☆23Updated last year
- ☆14Updated last year
- A course given at the 2017 Canadian Neuroscience meeting, Neural Signal Analysis Satellite.☆14Updated 6 years ago
- Code for "Cortical areas interact through a communication subspace", Semedo et al. (Neuron, 2019)☆44Updated 5 years ago
- Sparse component analysis☆26Updated last month
- A spike raster plot from spike time stamps with optional trial and group data.☆11Updated 4 months ago
- Preferential Subspace Identification Algorithm☆48Updated last year
- GLMCC: The generalized linear model for spike cross-correlation (Kobayashi et al., Nature Communications, 2019)☆34Updated 2 years ago
- Archived code for reading data saved by the Open Ephys GUI☆60Updated last year