tachukao / mgplvm-pytorch
☆24Updated last year
Alternatives and similar repositories for mgplvm-pytorch:
Users that are interested in mgplvm-pytorch are comparing it to the libraries listed below
- Code for Galgali et al, 2023☆12Updated 2 years ago
- Gaussian Process Factor Analysis with Dynamical Structure☆16Updated 4 years ago
- Fitting low-rank RNNs to neural trajectories (LINT method).☆16Updated 2 years ago
- ☆10Updated 2 years ago
- Inverse optimal control for continuous psychophysics☆26Updated last month
- Notebooks from the workshop tutorial implementing and discussing a range of generative models commonly used in neuroscience.☆39Updated last year
- Recurrent Switching Linear Dynamical Systems☆101Updated last year
- The COntextual INference (COIN) model☆20Updated 5 months ago
- Recurrent state-space models for decision making☆30Updated 2 years ago
- A TensorFlow 2.0 implementation of Latent Factor Analysis via Dynamical Systems (LFADS) and AutoLFADS.☆19Updated last year
- Exercises and examples for the latent dynamics workshop☆17Updated last year
- Neyman-Scott point process model to identify sequential firing patterns in high-dimensional spike trains☆63Updated last year
- ☆46Updated 2 years ago
- A dimensionality reduction framework for characterizing the multi-dimensional, concurrent flow of signals across multiple neuronal popula…☆13Updated last year
- Dimensionality reduction of spikes trains☆49Updated 3 years ago
- CorBinian: A toolbox for modelling and simulating high-dimensional binary and count-data with correlations☆19Updated 3 years ago
- latent manifold tuning model / P-GPLVM☆12Updated 5 years ago
- Code accompanying Inferring stochastic low-rank RNNs from neural data. @matthijspals☆14Updated this week
- Code for "Inferring Latent Dynamics Underlying Neural Population Activity via Neural Differential Equations"☆9Updated 3 years ago
- Analysis of hippocampal activity in the towers task☆18Updated 3 years ago
- Supplementary code for the paper "Linking connectivity, dynamics and computations in low-rank recurrent neural networks" by F. Mastrogius…☆32Updated 6 years ago
- ☆19Updated 9 months ago
- Library to perform Slice Tensor Component Analysis (sliceTCA)☆38Updated 3 months ago
- Flexible modulation of sequence generation in the entorhinal-hippocampal system.☆12Updated 2 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
- This code package is for the Tensor-Maximum-Entropy (TME) method. This method generates random surrogate data that preserves a specified …☆17Updated 7 years ago
- FixedPointFinder: A Tensorflow toolbox for identifying and characterizing fixed points in recurrent neural networks☆92Updated 5 months ago
- Demixed Shared Component Analysis☆13Updated 4 years ago
- Package for the data-driven representation of non-linear dynamics over manifolds based on a statistical distribution of local phase portr…☆29Updated 2 months ago