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
  ☆74Updated 3 years ago
• mattgolub / fixed-point-finder
  FixedPointFinder: A Tensorflow toolbox for identifying and characterizing fixed points in recurrent neural networks
  ☆102Updated last year
• waq1129 / LMT
  latent manifold tuning model / P-GPLVM
  ☆13Updated 6 years ago
• fmastrogiuseppe / LowRank
  Supplementary code for the paper "Linking connectivity, dynamics and computations in low-rank recurrent neural networks" by F. Mastrogius…
  ☆35Updated 7 years ago
• lfads / lfads-run-manager
  Matlab interface for Latent Factor Analysis via Dynamical Systems (LFADS)
  ☆50Updated 3 years ago
• david-klindt / NIPS2017
  CNN Neural System Identification Model
  ☆31Updated 7 years ago
• MouseLand / stringer-pachitariu-et-al-2018b
  Responses of 10,000 neurons to 2,800 natural images
  ☆72Updated 6 years ago
• KordingLab / spykes
  Tools for spike data analysis and visualization
  ☆108Updated 2 years ago
• tachukao / mgplvm-pytorch
  ☆24Updated 2 years ago
• adrian-valente / lowrank_inference
  Fitting low-rank RNNs to neural trajectories (LINT method).
  ☆18Updated 7 months ago
• cjspoerer / rcnn-sat
  Recurrent convolutional neural networks for object recognition
  ☆18Updated 5 years ago
• snel-repo / neural-data-transformers
  ☆81Updated 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 / stats320
  STATS320: Statistical Methods for Neural Data Analysis
  ☆198Updated 4 months ago
• frsong / pycog
  Train excitatory-inhibitory recurrent neural networks for cognitive tasks.
  ☆50Updated 9 years ago
• kbonnen / NeuromatchTeachingDemo
  ☆16Updated 5 years ago
• catniplab / vlgp
  Dimensionality reduction of spikes trains
  ☆49Updated 4 years ago
• gyyang / multitask
  Code for Task representations in neural networks trained to perform many cognitive tasks
  ☆169Updated 6 years ago
• paninski-lab / yass
  YASS: Yet Another Spike Sorter
  ☆70Updated 3 years ago
• slinderman / recurrent-slds
  Recurrent Switching Linear Dynamical Systems
  ☆113Updated 2 years ago
• lfads / models
  Models and examples built with TensorFlow
  ☆15Updated 4 years ago
• ganguli-lab / grid-pattern-formation
  repository for grid cell network code
  ☆66Updated 2 years ago
• ahwillia / tensor-demo
  A quickstart guide to tensor decomposition
  ☆72Updated 3 years ago
• pillowlab / GLMspiketools
  Fitting and simulation of Poisson generalized linear model for single and multi-neuron spike trains (Pillow et al 2008).
  ☆43Updated 6 years ago
• mackelab / CorBinian
  CorBinian: A toolbox for modelling and simulating high-dimensional binary and count-data with correlations
  ☆19Updated 4 years ago
• ahwillia / tensortools
  A very simple and barebones tensor decomposition library for CP decomposition a.k.a. PARAFAC a.k.a. TCA
  ☆39Updated 2 years ago
• anirgalgali / residual-dynamics
  Code for Galgali et al, 2023
  ☆13Updated 2 years ago
• slinderman / pyglm
  Interpretable neural spike train models with fully-Bayesian inference algorithms
  ☆48Updated 7 years ago
• sompolinsky-lab / dnn-object-manifolds
  ☆51Updated 4 years ago