Alternatives and similar repositories for hierarchical_lfads

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

• lyprince / lfads_demo
  Pytorch implementation of LFADS for demo at CAN workshop
  ☆19Updated 6 years ago
• schung039 / neural_manifolds_replicaMFT
  ☆75Updated 3 years ago
• waq1129 / LMT
  latent manifold tuning model / P-GPLVM
  ☆13Updated 6 years ago
• mattgolub / fixed-point-finder
  FixedPointFinder: A Tensorflow toolbox for identifying and characterizing fixed points in recurrent neural networks
  ☆104Updated last year
• MouseLand / stringer-pachitariu-et-al-2018b
  Responses of 10,000 neurons to 2,800 natural images
  ☆72Updated 6 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
• tachukao / mgplvm-pytorch
  ☆24Updated 2 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
• tripdancer0916 / pytorch-fixed-point-analysis
  Implementation of fixed point analysis for Recurrent Neural Network.
  ☆23Updated 6 years ago
• frsong / pycog
  Train excitatory-inhibitory recurrent neural networks for cognitive tasks.
  ☆55Updated 9 years ago
• snel-repo / neural-data-transformers
  ☆83Updated 3 years ago
• david-klindt / NIPS2017
  CNN Neural System Identification Model
  ☆31Updated 7 years ago
• adrian-valente / lowrank_inference
  Fitting low-rank RNNs to neural trajectories (LINT method).
  ☆18Updated 10 months ago
• briandepasquale / full-FORCE-demos
  Simulations illustrating the results of full-FORCE.
  ☆13Updated 6 years ago
• KordingLab / spykes
  Tools for spike data analysis and visualization
  ☆110Updated 2 years ago
• lfads / lfads-run-manager
  Matlab interface for Latent Factor Analysis via Dynamical Systems (LFADS)
  ☆51Updated 4 years ago
• ahwillia / affinewarp
  An implementation of piecewise linear time warping for multi-dimensional time series alignment
  ☆188Updated last year
• BouchardLab / DynamicalComponentsAnalysis
  Dynamical Components Analysis
  ☆33Updated 4 months ago
• slinderman / stats320
  STATS320: Statistical Methods for Neural Data Analysis
  ☆198Updated 7 months ago
• cjspoerer / rcnn-sat
  Recurrent convolutional neural networks for object recognition
  ☆18Updated 5 years ago
• gyyang / multitask
  Code for Task representations in neural networks trained to perform many cognitive tasks
  ☆169Updated 7 years ago
• ahwillia / netrep
  Some methods for comparing network representations in deep learning and neuroscience.
  ☆142Updated last year
• catniplab / vlgp
  Dimensionality reduction of spikes trains
  ☆49Updated 4 years ago
• ahwillia / tensor-demo
  A quickstart guide to tensor decomposition
  ☆72Updated 3 years ago
• lfads / models
  Models and examples built with TensorFlow
  ☆15Updated 5 years ago
• catniplab / latent_dynamics_workshop
  Exercises and examples for the latent dynamics workshop
  ☆19Updated 6 months ago
• mackelab / CorBinian
  CorBinian: A toolbox for modelling and simulating high-dimensional binary and count-data with correlations
  ☆19Updated 4 years ago
• pyrates-neuroscience / PyRates
  Open-source, graph-based Python code generator and analysis toolbox for dynamical systems (pre-implemented and custom models). Most pre-i…
  ☆86Updated last week
• slinderman / pyglm
  Interpretable neural spike train models with fully-Bayesian inference algorithms
  ☆48Updated 7 years ago
• paninski-lab / yass
  YASS: Yet Another Spike Sorter
  ☆70Updated 3 years ago