int-brain-lab / analysis
Initial repo for behavioral analyses
☆10Updated 2 years ago
Alternatives and similar repositories for analysis:
Users that are interested in analysis are comparing it to the libraries listed below
- DataJoint pipeline for IBL project☆20Updated 2 years ago
- Modeling animal vocalizations with variational autoencoders☆20Updated 11 months ago
- Fitting and simulation of Poisson generalized linear model for single and multi-neuron spike trains (Pillow et al 2008).☆37Updated 5 years ago
- Linear-Nonlinear-Poisson (LNP) model fitting via Maximally-Informative-Dimensions (MID) / maximum likelihood☆19Updated 7 years ago
- Multichannel time series lossless compression in pure Python based on NumPy and zlib☆38Updated 6 months ago
- Neural Spike Train Analysis Toolbox for Matlab☆34Updated 7 years ago
- ☆50Updated 4 years ago
- Metrics for spike sorting validation/quality control☆12Updated 3 years ago
- Coding exercises for Neural Data Science at CSHL in 2019☆28Updated 4 years ago
- Main repository for IBL rig code☆21Updated this week
- IBL core shared libraries☆62Updated this week
- Tools for analyzing spiking data from single-neuron recodings.☆24Updated 2 months ago
- code to fit GLMs, HMMs, and GLM-HMMs (aka IO-HMMs)☆28Updated 6 months ago
- BioSound and other Sound Signal Processing routines.☆29Updated 2 months ago
- Sparse component analysis☆26Updated last week
- YASS: Yet Another Spike Sorter☆66Updated 2 years ago
- ☆49Updated 2 years ago
- ☆16Updated 2 years ago
- Machine Learning Methods for Neural Data Analysis☆13Updated 6 months ago
- IaC codebase for the NeuroCAAS Platform☆36Updated last year
- Code for "Cortical areas interact through a communication subspace", Semedo et al. (Neuron, 2019)☆44Updated 5 years ago
- Revealing neural correlates of behavior without behavioral measurements☆14Updated 5 years ago
- Detect synchronous and overlapped spikes in extracellular recordings using Binary Pursuit (Pillow et al 2013)☆12Updated 10 years ago
- Create NWB files by converting and combining neural data in proprietary formats and adding essential metadata.☆54Updated this week
- Matlab interface for Latent Factor Analysis via Dynamical Systems (LFADS)☆49Updated 3 years ago
- SpikeForest -- spike sorting analysis for website☆16Updated 4 years ago
- Matlab codepack for performing dimensionality reduction on neural data using TD-GPFA or GPFA.☆19Updated 7 years ago
- Functions to assess quality of spike sorting results☆32Updated last year
- jPCA for Neural Data Analysis in Python☆46Updated last year
- Fitting and analysis of trial-based neural spike responses with Generalized Linear Model (GLM).☆68Updated 4 years ago