KamitaniLab / slirLinks
Python package for Sparse Linear Regression (SLiR)
☆21Updated 6 years ago
Alternatives and similar repositories for slir
Users that are interested in slir are comparing it to the libraries listed below
Sorting:
- Responses of 10,000 neurons to 2,800 natural images☆70Updated 6 years ago
- latent manifold tuning model / P-GPLVM☆12Updated 6 years ago
- Estimating the functional dimensionality of neural representations☆19Updated 3 years ago
- Pytorch implementation of lfads, and hierarchical extension☆26Updated 3 years ago
- Partial Entropy Decomposition and Partial Information Decomposition with pointwise surprisal measures☆47Updated last year
- Functions for calculating mutual information and other information theoretic quantities using a parametric Gaussian copula.☆94Updated 5 years ago
- code for Cunningham and Ghahramani (2015), Journal of Machine Learning Research☆28Updated 9 years ago
- Fractional ridge regression☆48Updated 3 years ago
- ☆11Updated 7 years ago
- Train excitatory-inhibitory recurrent neural networks for cognitive tasks.☆50Updated 9 years ago
- Bayesian mixed-effects modeling of fMRI data in Python☆39Updated 4 years ago
- Conquering confounds and covariates: methods, library and guidance☆38Updated last year
- 🕝 Time-warped principal components analysis (twPCA)☆127Updated 4 years ago
- Dimensionality reduction of spikes trains☆49Updated 4 years ago
- Tikhonov regression in python☆32Updated last year
- An ongoing collection of ipython notebooks on neuroscience from xcorr: computational neuroscience.☆78Updated 3 years ago
- This code package is for the Tensor-Maximum-Entropy (TME) method. This method generates random surrogate data that preserves a specified …☆18Updated 8 years ago
- Preconditioned ICA for Real Data☆114Updated last week
- Github repository for Neuroscience and Deep Learning reading group at the Montreal Neurological Institute☆17Updated 6 years ago
- Interpretable neural spike train models with fully-Bayesian inference algorithms☆48Updated 7 years ago
- Inverse binomial sampling for efficient log-likelihood estimation of simulator models in MATLAB☆32Updated 2 years ago
- Matlab code for SSD, SPoC, mSPoC, and cSPoC☆26Updated 9 years ago
- ☆19Updated 8 years ago
- ☆10Updated 8 years ago
- Course materials for the 2018 Summer Workshop on the Dynamic Brain☆22Updated 7 years ago
- Dynamic Causal Modelling for MNE and the nipy ecosystem☆22Updated 8 years ago
- A quickstart guide to tensor decomposition☆72Updated 3 years ago
- A class for using ML algorithms for spike prediction☆61Updated 7 years ago
- Matlab code for Topographic Latent Source Analysis of brain imaging data☆15Updated 9 years ago
- Linear-Nonlinear-Poisson (LNP) model fitting via Maximally-Informative-Dimensions (MID) / maximum likelihood☆19Updated 7 years ago