Alternatives and similar repositories for EmergentPredictiveCoding

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

• ganguli-lab / grid-pattern-formation
  repository for grid cell network code
  ☆66Updated 2 years ago
• infer-actively / pypc
  Predictive coding in Python
  ☆69Updated last year
• tripdancer0916 / pytorch-fixed-point-analysis
  Implementation of fixed point analysis for Recurrent Neural Network.
  ☆21Updated 5 years ago
• mattgolub / fixed-point-finder
  FixedPointFinder: A Tensorflow toolbox for identifying and characterizing fixed points in recurrent neural networks
  ☆102Updated last year
• schung039 / neural_manifolds_replicaMFT
  ☆74Updated 3 years ago
• ilennaj / ktree
  Polished code for "Can a single neuron solve MNIST? The computational power of biological dendritic trees”
  ☆48Updated 5 years ago
• lyprince / hierarchical_lfads
  Pytorch implementation of lfads, and hierarchical extension
  ☆26Updated 3 years ago
• dmcnamee / FlexModEHC
  Flexible modulation of sequence generation in the entorhinal-hippocampal system.
  ☆12Updated 3 years ago
• ThomasMiconi / BiologicallyPlausibleLearningRNN
  Code for "Biologically plausible learning in recurrent neural networks", Miconi et al. eLife 2017
  ☆37Updated 6 years ago
• MouseLand / stringer-pachitariu-et-al-2018b
  Responses of 10,000 neurons to 2,800 natural images
  ☆72Updated 6 years ago
• vicariousinc / naturecomm_cscg
  ☆41Updated 3 years ago
• gamaleldin / TME
  This code package is for the Tensor-Maximum-Entropy (TME) method. This method generates random surrogate data that preserves a specified …
  ☆18Updated 8 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
• lyprince / lfads_demo
  Pytorch implementation of LFADS for demo at CAN workshop
  ☆19Updated 6 years ago
• tachukao / mgplvm-pytorch
  ☆24Updated 2 years ago
• conorheins / bayesian-mechanics-sdes
  ☆14Updated 3 years ago
• sompolinsky-lab / dnn-object-manifolds
  ☆52Updated 4 years ago
• slinderman / stats320
  STATS320: Statistical Methods for Neural Data Analysis
  ☆198Updated 5 months ago
• MouseLand / stringer-pachitariu-et-al-2018a
  Recordings of 10k neurons during spontaneous behaviors
  ☆54Updated last year
• jbakermans / ManifoldTutorial
  Matlab exercises with solutions to implement and visualise concepts from Sara Solla's talk on World Wide Neuro (Apr 29, 2020)
  ☆20Updated 4 years ago
• anirgalgali / residual-dynamics
  Code for Galgali et al, 2023
  ☆14Updated 2 years ago
• BouchardLab / DynamicalComponentsAnalysis
  Dynamical Components Analysis
  ☆33Updated 2 months ago
• BerenMillidge / Predictive_Coding_Papers
  A repository collating interesting and/or influential predictive coding papers
  ☆90Updated 4 years ago
• snel-repo / neural-data-transformers
  ☆81Updated 3 years ago
• anne-urai / largescale_recordings
  Urai AE, Doiron B, Leifer AM & Churchland AK (2022) Large-scale neural recordings call for new insights to link brain and behavior. Natur…
  ☆18Updated 3 years ago
• catniplab / latent_dynamics_workshop
  Exercises and examples for the latent dynamics workshop
  ☆19Updated 3 months ago
• frsong / pycog
  Train excitatory-inhibitory recurrent neural networks for cognitive tasks.
  ☆52Updated 9 years ago
• nmasse / Short-term-plasticity-RNN
  Short-term plasticity RNN models in Tensorflow
  ☆34Updated 5 years ago
• ahwillia / netrep
  Some methods for comparing network representations in deep learning and neuroscience.
  ☆141Updated last year
• slinderman / recurrent-slds
  Recurrent Switching Linear Dynamical Systems
  ☆114Updated 2 years ago