KordingLab / DADLinks
Distribution Alignment Decoder (DAD)
☆16Updated 7 years ago
Alternatives and similar repositories for DAD
Users that are interested in DAD are comparing it to the libraries listed below
Sorting:
- Recordings of 10k neurons during spontaneous behaviors☆52Updated last year
- Responses of 10,000 neurons to 2,800 natural images☆68Updated 5 years ago
- Python tools for analysis of neurophysiology data☆37Updated last year
- 🕝 Time-warped principal components analysis (twPCA)☆127Updated 4 years ago
- Interpretable neural spike train models with fully-Bayesian inference algorithms☆47Updated 6 years ago
- a Python machine learning library for neurophysiology data☆36Updated 6 years ago
- Dimensionality reduction of spikes trains☆48Updated 3 years ago
- CorBinian: A toolbox for modelling and simulating high-dimensional binary and count-data with correlations☆19Updated 3 years ago
- Tools for spike data analysis and visualization☆107Updated 2 years ago
- Pytorch implementation of lfads, and hierarchical extension☆26Updated 3 years ago
- A class for using ML algorithms for spike prediction☆60Updated 7 years ago
- latent manifold tuning model / P-GPLVM☆12Updated 5 years ago
- An implementation of piecewise linear time warping for multi-dimensional time series alignment☆184Updated 11 months ago
- YASS: Yet Another Spike Sorter☆68Updated 2 years ago
- A quickstart guide to tensor decomposition☆72Updated 3 years ago
- Train excitatory-inhibitory recurrent neural networks for cognitive tasks.☆50Updated 9 years ago
- Gaussian Process Factor Analysis☆30Updated 9 years ago
- cli for downloading data from crcns.org☆31Updated last year
- ☆73Updated 3 years ago
- ☆49Updated 3 years ago
- An algorithm for unsupervised discovery of sequential structure☆166Updated last year
- 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
- Matlab interface for Latent Factor Analysis via Dynamical Systems (LFADS)☆49Updated 3 years ago
- Linear-Nonlinear-Poisson (LNP) model fitting via Maximally-Informative-Dimensions (MID) / maximum likelihood☆18Updated 7 years ago
- Python implementation of spike distance metrics☆74Updated 11 months ago
- An implementation of demixed Principal Component Analysis (a supervised linear dimensionality reduction technique)☆298Updated 3 years ago
- Supplementary code for the paper "Linking connectivity, dynamics and computations in low-rank recurrent neural networks" by F. Mastrogius…☆35Updated 7 years ago
- A very simple and barebones tensor decomposition library for CP decomposition a.k.a. PARAFAC a.k.a. TCA☆172Updated last year
- Github repository for Neuroscience and Deep Learning reading group at the Montreal Neurological Institute☆17Updated 6 years ago