mackelab / CorBinianLinks
CorBinian: A toolbox for modelling and simulating high-dimensional binary and count-data with correlations
☆19Updated 3 years ago
Alternatives and similar repositories for CorBinian
Users that are interested in CorBinian are comparing it to the libraries listed below
Sorting:
- Dimensionality reduction of spikes trains☆49Updated 3 years ago
- Revealing neural correlates of behavior without behavioral measurements☆14Updated 5 years ago
- This code package is for the Tensor-Maximum-Entropy (TME) method. This method generates random surrogate data that preserves a specified …☆18Updated 7 years ago
- Linear-Nonlinear-Poisson (LNP) model fitting via Maximally-Informative-Dimensions (MID) / maximum likelihood☆18Updated 7 years ago
- A very simple and barebones tensor decomposition library for CP decomposition a.k.a. PARAFAC a.k.a. TCA☆35Updated last year
- Recordings of 10k neurons during spontaneous behaviors☆52Updated last year
- Gaussian Process Factor Analysis☆30Updated 9 years ago
- ☆9Updated 5 years ago
- Python tools for analysis of neurophysiology data☆37Updated last year
- non-parametric inference for convolutional filters in poisson glms☆13Updated 3 years ago
- Neyman-Scott point process model to identify sequential firing patterns in high-dimensional spike trains☆66Updated last year
- ☆23Updated 5 years ago
- Fitting and simulation of Poisson generalized linear model for single and multi-neuron spike trains (Pillow et al 2008).☆40Updated 5 years ago
- Matlab interface for Latent Factor Analysis via Dynamical Systems (LFADS)☆49Updated 3 years ago
- Metrics for spike sorting validation/quality control☆13Updated 3 years ago
- Fitting and analysis of trial-based neural spike responses with Generalized Linear Model (GLM).☆70Updated 5 years ago
- Pytorch implementation of LocaNMF☆36Updated 5 years ago
- Code for "Cortical areas interact through a communication subspace", Semedo et al. (Neuron, 2019)☆46Updated 5 years ago
- code for Cunningham and Ghahramani (2015), Journal of Machine Learning Research☆27Updated 8 years ago
- IBL core shared libraries☆63Updated this week
- Computational toolbox for analysis of calcium imaging data of neuronal populations☆33Updated last year
- Matlab codepack for performing dimensionality reduction on neural data using TD-GPFA or GPFA.☆20Updated 7 years ago
- Machine Learning Methods for Neural Data Analysis☆16Updated 3 weeks ago
- Tutorial☆10Updated 4 years ago
- Coding exercises for Neural Data Science at CSHL in 2019☆29Updated 5 years ago
- Code for Galgali et al, 2023☆13Updated 2 years ago
- ☆52Updated 2 years ago
- Implemenation of Manifold Inference from Neural Dynamics (MIND) from Low & Lewallen et. al, '18☆29Updated 6 years ago
- Analysis code for the results of the spikefinder challenge☆12Updated 7 years ago
- State space models for decoding hippocampal trajectories and determining their type using sorted or clusterless data☆49Updated 8 months ago