waq1129 / LMT
latent manifold tuning model / P-GPLVM
☆12Updated 5 years ago
Alternatives and similar repositories for LMT:
Users that are interested in LMT are comparing it to the libraries listed below
- Dimensionality reduction of spikes trains☆49Updated 3 years ago
- A TensorFlow 2.0 implementation of Latent Factor Analysis via Dynamical Systems (LFADS) and AutoLFADS.☆21Updated last year
- 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
- ☆23Updated last year
- 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☆33Updated last year
- Pytorch implementation of lfads, and hierarchical extension☆26Updated 3 years ago
- ☆48Updated 2 years ago
- Code for Galgali et al, 2023☆13Updated 2 years ago
- Matlab interface for Latent Factor Analysis via Dynamical Systems (LFADS)☆49Updated 3 years ago
- Pytorch implementation of LFADS for demo at CAN workshop☆19Updated 5 years ago
- Recordings of 10k neurons during spontaneous behaviors☆50Updated 11 months ago
- Tikhonov regression in python☆31Updated last year
- CorBinian: A toolbox for modelling and simulating high-dimensional binary and count-data with correlations☆19Updated 3 years ago
- Python tools for analysis of neurophysiology data☆36Updated last year
- Library to perform Slice Tensor Component Analysis (sliceTCA)☆48Updated 2 weeks ago
- Multichannel time series lossless compression in pure Python based on NumPy and zlib☆39Updated 7 months ago
- Code for "Cortical areas interact through a communication subspace", Semedo et al. (Neuron, 2019)☆44Updated 5 years ago
- A dimensionality reduction framework for disentangling the flow of signals between populations of neurons☆29Updated 2 years ago
- Fitting and simulation of Poisson generalized linear model for single and multi-neuron spike trains (Pillow et al 2008).☆37Updated 5 years ago
- Spike sorting software being developed at Flatiron Institute, based on JRCLUST (Janelia Rocket Cluster)☆28Updated 2 years ago
- ☆18Updated 8 years ago
- Fitting low-rank RNNs to neural trajectories (LINT method).☆16Updated this week
- YASS: Yet Another Spike Sorter☆66Updated 2 years ago
- non-parametric inference for convolutional filters in poisson glms☆13Updated 3 years ago
- Automatic spike sorting, cluster visualization, spike sorting GUIs☆44Updated last year
- Urai AE, Doiron B, Leifer AM & Churchland AK (2022) Large-scale neural recordings call for new insights to link brain and behavior. Natur…☆18Updated 3 years ago
- State space models for decoding hippocampal trajectories and determining their type using sorted or clusterless data☆48Updated 6 months ago
- Gaussian Process Factor Analysis☆30Updated 9 years ago
- Fitting and analysis of trial-based neural spike responses with Generalized Linear Model (GLM).☆68Updated 4 years ago