karthikcl2590 / NeuralTraj
Matlab codepack for performing dimensionality reduction on neural data using TD-GPFA or GPFA.
☆20Updated 7 years ago
Alternatives and similar repositories for NeuralTraj:
Users that are interested in NeuralTraj are comparing it to the libraries listed below
- MClust is a Matlab-based spike sorting toolbox for the separation of putative cells from multi-site neurophysiological recordings. It is…☆17Updated 2 years ago
- Code for "Cortical areas interact through a communication subspace", Semedo et al. (Neuron, 2019)☆46Updated 5 years ago
- A dimensionality reduction framework for disentangling the flow of signals between populations of neurons☆31Updated last week
- Functions to assess quality of spike sorting results☆32Updated last year
- Fitting and analysis of trial-based neural spike responses with Generalized Linear Model (GLM).☆69Updated 4 years ago
- Tools for analyzing spiking data from single-neuron recodings.☆26Updated last month
- Codebase for Cross-Spectral Factor Analysis (Gallagher et al., 2017)☆13Updated 4 years ago
- Neuroelectrophysiology object model and data analysis in Python.☆51Updated last month
- Fitting and simulation of Poisson generalized linear model for single and multi-neuron spike trains (Pillow et al 2008).☆38Updated 5 years ago
- ☆14Updated last month
- WIP: Python port of Kilosort2☆51Updated last year
- Automatic spike sorting, cluster visualization, spike sorting GUIs☆44Updated last year
- Zenith of Event-based Time-locked Anomalies☆13Updated last year
- Files and instructions for manufacturing NP1.0, NP2.0alpha, and NP2.0 Neuropixels chronic recording fixtures.☆18Updated last month
- Metrics for spike sorting validation/quality control☆13Updated 3 years ago
- ☆17Updated last year
- Utilities for managing Neuropixel datasets and Kilosort results☆46Updated last year
- Library to perform Slice Tensor Component Analysis (sliceTCA)☆51Updated 2 months ago
- This repo allows for the complete reproduction, from processed data, of all the main and supplemental figures in the manuscript Non-linea…☆22Updated last year
- MATLAB toolbox for spike-train community detection☆15Updated last year
- ☆23Updated 5 years ago
- Create NWB files by converting and combining neural data in proprietary formats and adding essential metadata.☆57Updated this week
- Sparse Component Analysis: An unsupervised method for recovering interpretable latent factors☆28Updated 2 months ago
- Ephys toolbox to match single units (electrophysiology) either within the same day (over splits) or across two days☆58Updated last week
- DataHigh: A graphical user interface for visualizing and interacting with high-dimensional neural activity☆17Updated 6 years ago
- Code for Functional Mixed Models for Fiber Photometry☆11Updated last month
- ☆52Updated 2 months ago
- Code to reproduce figures for "Mice alternate between discrete strategies during perceptual decision-making" from Ashwood, Roy, Stone, IB…☆47Updated last year
- Tools for identifying sharp wave ripple events using LFPs☆36Updated 6 months ago
- A very simple and barebones tensor decomposition library for CP decomposition a.k.a. PARAFAC a.k.a. TCA☆35Updated last year