Alternatives and similar repositories for GPFADS

Users that are interested in GPFADS are comparing it to the libraries listed below

• tachukao / mgplvm-pytorch
  ☆24Updated 2 years ago
• anirgalgali / residual-dynamics
  Code for Galgali et al, 2023
  ☆14Updated 3 years ago
• dLDS-Decomposed-Linear-Dynamics / dLDS-Discrete-Python-Model
  Decomposed Linear Dynamical Systems (dLDS) for learning the latent components of neural dynamics
  ☆12Updated last year
• DurstewitzLab / dendPLRNN
  ☆22Updated last year
• lindermanlab / gpslds
  Project repo for gpSLDS
  ☆15Updated last year
• catniplab / NeuroTask
  NeuroTask: A Benchmark Dataset for Multi-Task Neural Analysis
  ☆13Updated 8 months ago
• catniplab / latent_dynamics_workshop
  Exercises and examples for the latent dynamics workshop
  ☆19Updated 5 months ago
• engellab / neuralflow
  The framework for inferring Langevin dynamics from spike data
  ☆48Updated 7 months ago
• neurostatslab / wishart-process
  Estimating Noise Correlations in Neural Populations with Wishart Processes
  ☆10Updated last year
• nmasse / Short-term-plasticity-RNN
  Short-term plasticity RNN models in Tensorflow
  ☆36Updated 5 years ago
• oizumi-lab / GWTune
  ☆22Updated 10 months ago
• zhd96 / pi-vae
  Poisson Identifiable VAE (pi-VAE)
  ☆52Updated 4 years ago
• SaberaTalukder / Chen_Institute_DataSAI_for_Neuroscience
  ☆30Updated 3 years ago
• snel-repo / autolfads-tf2
  A TensorFlow 2.0 implementation of Latent Factor Analysis via Dynamical Systems (LFADS) and AutoLFADS.
  ☆22Updated 2 years ago
• slinderman / recurrent-slds
  Recurrent Switching Linear Dynamical Systems
  ☆116Updated 2 years ago
• mattgolub / fixed-point-finder
  FixedPointFinder: A Tensorflow toolbox for identifying and characterizing fixed points in recurrent neural networks
  ☆104Updated last year
• KrishnaswamyLab / TPHATE
  ☆35Updated 2 months ago
• egokcen / mDLAG
  A dimensionality reduction framework for characterizing the multi-dimensional, concurrent flow of signals across multiple neuronal popula…
  ☆15Updated 9 months ago
• RothkopfLab / lqg
  Inverse optimal control for continuous psychophysics
  ☆30Updated last month
• erikher / GridCellTorus
  ☆33Updated last year
• schung039 / neural_manifolds_replicaMFT
  ☆74Updated 3 years ago
• snel-repo / ComputationThroughDynamicsToolkit
  ☆29Updated 2 months ago
• waq1129 / LMT
  latent manifold tuning model / P-GPLVM
  ☆13Updated 6 years ago
• yu-takagi / dSCA
  Demixed Shared Component Analysis
  ☆13Updated 5 years ago
• lindermanlab / PPSeq.jl
  Neyman-Scott point process model to identify sequential firing patterns in high-dimensional spike trains
  ☆70Updated 2 years ago
• fmastrogiuseppe / LowRank
  Supplementary code for the paper "Linking connectivity, dynamics and computations in low-rank recurrent neural networks" by F. Mastrogius…
  ☆37Updated 7 years ago
• lyprince / lfads_demo
  Pytorch implementation of LFADS for demo at CAN workshop
  ☆19Updated 6 years ago
• adrian-valente / lowrank_inference
  Fitting low-rank RNNs to neural trajectories (LINT method).
  ☆18Updated 9 months ago
• aiweber / GLM_and_Izhikevich
  This repository contains code for (1) generating example neural responses from an Izhikevich model, and (2) fitting a GLM to neural respo…
  ☆13Updated 2 years ago
• ahwillia / netrep
  Some methods for comparing network representations in deep learning and neuroscience.
  ☆142Updated last year