Alternatives and similar repositories for computation-thru-dynamics

Users that are interested in computation-thru-dynamics are comparing it to the libraries listed below

• mattgolub / fixed-point-finder
  FixedPointFinder: A Tensorflow toolbox for identifying and characterizing fixed points in recurrent neural networks
  ☆104Updated last year
• slinderman / recurrent-slds
  Recurrent Switching Linear Dynamical Systems
  ☆116Updated 2 years ago
• slinderman / stats320
  STATS320: Statistical Methods for Neural Data Analysis
  ☆198Updated 8 months ago
• tripdancer0916 / pytorch-fixed-point-analysis
  Implementation of fixed point analysis for Recurrent Neural Network.
  ☆23Updated 6 years ago
• lyprince / hierarchical_lfads
  Pytorch implementation of lfads, and hierarchical extension
  ☆26Updated 4 years ago
• catniplab / vlgp
  Dimensionality reduction of spikes trains
  ☆49Updated 4 years ago
• nirum / jetplot
  🔋 Utilities for scientific python
  ☆19Updated 3 months ago
• EPFL-LCN / neuronaldynamics-exercises
  Python exercises accompanying the book "Neuronal Dynamics"
  ☆274Updated last year
• neurogym / neurogym
  A curated collection of neuroscience tasks with a common interface.
  ☆313Updated last month
• lindermanlab / ssm
  Bayesian learning and inference for state space models
  ☆674Updated 9 months ago
• slinderman / pyglm
  Interpretable neural spike train models with fully-Bayesian inference algorithms
  ☆48Updated 7 years ago
• jordan-g / Segregated-Dendrite-Deep-Learning
  Deep learning in a spiking neural network using segregated dendrites.
  ☆85Updated 8 years ago
• ThomasMiconi / BiologicallyPlausibleLearningRNN
  Code for "Biologically plausible learning in recurrent neural networks", Miconi et al. eLife 2017
  ☆37Updated 6 years ago
• BouchardLab / DynamicalComponentsAnalysis
  Dynamical Components Analysis
  ☆33Updated 5 months ago
• schung039 / neural_manifolds_replicaMFT
  ☆78Updated 3 years ago
• frsong / pycog
  Train excitatory-inhibitory recurrent neural networks for cognitive tasks.
  ☆55Updated 9 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
• ahwillia / affinewarp
  An implementation of piecewise linear time warping for multi-dimensional time series alignment
  ☆188Updated last year
• lfads / lfads-run-manager
  Matlab interface for Latent Factor Analysis via Dynamical Systems (LFADS)
  ☆51Updated 4 years ago
• KietzmannLab / EmergentPredictiveCoding
  ☆41Updated 2 years ago
• MouseLand / stringer-pachitariu-et-al-2018b
  Responses of 10,000 neurons to 2,800 natural images
  ☆72Updated 6 years ago
• DimaKrotov / Biological_Learning
  Example of "biological" learning for MNIST
  ☆302Updated 3 years ago
• berenslab / RFEst
  A Python 3 toolbox for neural receptive field estimation using splines and Gaussian priors.
  ☆27Updated last year
• neurostatslab / tensortools
  A very simple and barebones tensor decomposition library for CP decomposition a.k.a. PARAFAC a.k.a. TCA
  ☆176Updated 2 years ago
• mackelab / delfi
  Density estimation likelihood-free inference. No longer actively developed see https://github.com/mackelab/sbi instead
  ☆73Updated 5 years ago
• ganguli-lab / grid-pattern-formation
  repository for grid cell network code
  ☆73Updated 3 years ago
• mattjj / pyslds
  ☆99Updated 7 years ago
• xiuyechen / FishExplorer
  interactive analysis of calcium imaging data from larval zebrafish
  ☆136Updated 6 years ago
• BerenMillidge / PredictiveCodingBackprop
  Code for the paper "Predictive Coding Approximates Backprop along Arbitrary Computation Graphs"
  ☆168Updated 5 years ago
• KordingLab / spykes
  Tools for spike data analysis and visualization
  ☆111Updated 3 years ago