waq1129 / LMTLinks
latent manifold tuning model / P-GPLVM
☆13Updated 6 years ago
Alternatives and similar repositories for LMT
Users that are interested in LMT are comparing it to the libraries listed below
Sorting:
- Linear-Nonlinear-Poisson (LNP) model fitting via Maximally-Informative-Dimensions (MID) / maximum likelihood☆19Updated 7 years ago
- A very simple and barebones tensor decomposition library for CP decomposition a.k.a. PARAFAC a.k.a. TCA☆39Updated 2 years ago
- Fitting and analysis of trial-based neural spike responses with Generalized Linear Model (GLM).☆71Updated 5 years ago
- Recordings of 10k neurons during spontaneous behaviors☆54Updated last year
- Code for "Cortical areas interact through a communication subspace", Semedo et al. (Neuron, 2019)☆47Updated 6 years ago
- YASS: Yet Another Spike Sorter☆70Updated 3 years ago
- Pytorch implementation of LocaNMF☆36Updated 5 years ago
- Automatic spike sorting, cluster visualization, spike sorting GUIs☆45Updated last month
- Library to perform Slice Tensor Component Analysis (sliceTCA)☆55Updated 7 months ago
- Tools for spike data analysis and visualization☆108Updated 2 years ago
- Fitting and simulation of Poisson generalized linear model for single and multi-neuron spike trains (Pillow et al 2008).☆43Updated 6 years ago
- Matlab interface for Latent Factor Analysis via Dynamical Systems (LFADS)☆50Updated 3 years ago
- Pytorch implementation of lfads, and hierarchical extension☆26Updated 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
- Computational toolbox for analysis of calcium imaging data of neuronal populations☆33Updated 2 years ago
- ☆56Updated 7 months ago
- Multichannel time series lossless compression in pure Python based on NumPy and zlib☆41Updated 7 months ago
- IBL core shared libraries☆63Updated last week
- State space models for decoding hippocampal trajectories and determining their type using sorted or clusterless data☆50Updated last month
- Spike sorting software being developed at Flatiron Institute, based on JRCLUST (Janelia Rocket Cluster)☆28Updated 3 years ago
- Dimensionality reduction of spikes trains☆49Updated 4 years ago
- Train excitatory-inhibitory recurrent neural networks for cognitive tasks.☆50Updated 9 years ago
- An algorithm for unsupervised discovery of sequential structure☆169Updated last year
- Code accompanying Steinmetz et al., 2019☆60Updated 4 years ago
- CorBinian: A toolbox for modelling and simulating high-dimensional binary and count-data with correlations☆19Updated 4 years ago
- a Python machine learning library for neurophysiology data☆36Updated 6 years ago
- Python code for estimation of linear-nonlinear model parameters☆21Updated 4 years ago
- Neyman-Scott point process model to identify sequential firing patterns in high-dimensional spike trains☆70Updated 2 years ago
- Machine Learning Methods for Neural Data Analysis☆19Updated 5 months ago
- Supplementary code for the paper "Linking connectivity, dynamics and computations in low-rank recurrent neural networks" by F. Mastrogius…☆35Updated 7 years ago