KamitaniLab / slir
Python package for Sparse Linear Regression (SLiR)
☆21Updated 5 years ago
Alternatives and similar repositories for slir:
Users that are interested in slir are comparing it to the libraries listed below
- Tikhonov regression in python☆31Updated last year
- Pytorch implementation of lfads, and hierarchical extension☆26Updated 3 years ago
- ☆11Updated 7 years ago
- Estimating the functional dimensionality of neural representations☆19Updated 3 years ago
- Quality assurance analyses of fMRI data collected while participants watched The Grand Budapest Hotel by Wes Anderson.☆27Updated 4 years ago
- latent manifold tuning model / P-GPLVM☆12Updated 5 years ago
- Preconditioned ICA for Real Data☆108Updated 4 months ago
- Pytorch implementation of LFADS for demo at CAN workshop☆19Updated 5 years ago
- ☆10Updated 8 years ago
- Fractional ridge regression☆48Updated 2 years ago
- Dimensionality reduction of spikes trains☆49Updated 3 years ago
- Conquering confounds and covariates: methods, library and guidance☆38Updated last year
- A TensorFlow 2.0 implementation of Latent Factor Analysis via Dynamical Systems (LFADS) and AutoLFADS.☆21Updated last year
- Pattern Component Modelling toolbox for multivariate analysis☆32Updated 3 weeks ago
- ☆35Updated 7 years ago
- Recurrent convolutional neural networks for object recognition☆18Updated 4 years ago
- Dynamical Components Analysis☆32Updated last year
- Code and analysis for the paper: The feature-weighted receptive field: an interpretable encoding model for complex feature spaces☆12Updated 7 years ago
- A class for using ML algorithms for spike prediction☆59Updated 7 years ago
- Inverse binomial sampling for efficient log-likelihood estimation of simulator models in MATLAB☆32Updated last year
- Functions for calculating mutual information and other information theoretic quantities using a parametric Gaussian copula.☆87Updated 4 years ago
- Estimation, analysis and decomposition of brainwave spatiotemporal dynamics☆28Updated 3 years ago
- Responses of 10,000 neurons to 2,800 natural images☆68Updated 5 years ago
- Neuroproc dataset descriptions and dictionaries☆15Updated 8 years ago
- code for Cunningham and Ghahramani (2015), Journal of Machine Learning Research☆27Updated 8 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
- Reinforcement learning + drift-diffusion modeling☆37Updated 8 years ago
- Code for automatic event segmentation and alignment of neuroimaging data☆22Updated 7 years ago
- Black box variational inference for state space models☆1Updated 8 years ago
- Course materials for the 2018 Summer Workshop on the Dynamic Brain☆22Updated 6 years ago