Alternatives and similar repositories for predictive-coding

Users that are interested in predictive-coding are comparing it to the libraries listed below

• conorheins / bayesian-mechanics-sdes
  ☆14Updated 3 years ago
• mbaltieri / GeneralisedFiltering
  General framework for Bayesian inversion of continuous hierarchical models
  ☆10Updated 4 years ago
• geometric-intelligence / neurometry
  Quantify geometric intelligence in natural and artificial brains.
  ☆51Updated 5 months ago
• neuroailab / lr-identify
  A large database of artificial neural network statistics during training
  ☆15Updated 5 years ago
• alec-tschantz / predcoding
  A Python Implementation of Predictive Coding (Whittington & Bogacz 2017)
  ☆18Updated 5 years ago
• vicariousinc / naturecomm_cscg
  ☆41Updated 3 years ago
• shlizee / NeuroAI
  NeuroAI-UW seminar, a regular weekly seminar for the UW community, organized by NeuroAI Shlizerman Lab.
  ☆57Updated 6 months ago
• libilab / PCN-with-Global-Recurrent-Processing
  Code for "Deep predictive coding network for object recognition"
  ☆25Updated 5 years ago
• MouseLand / stringer-pachitariu-et-al-2018b
  Responses of 10,000 neurons to 2,800 natural images
  ☆72Updated 6 years ago
• ruiqigao / grid-cell-path
  Official code for On Path Integration of Grid Cells: Group Representation and Isotropic Scaling (NeurIPS 2021)
  ☆54Updated 4 years ago
• tk-rusch / coRNN
  Official code for Coupled Oscillatory RNN (ICLR 2021, Oral)
  ☆51Updated 4 years ago
• manuelmolano / Spike-GAN
  Tensorflow implementation of Spike-GAN, which allows generating realistic patterns of neural activity whose statistics approximate a give…
  ☆23Updated 7 years ago
• neuroailab / Neural-Alignment
  ☆24Updated 5 years ago
• BerenMillidge / PredictiveCodingBackprop
  Code for the paper "Predictive Coding Approximates Backprop along Arbitrary Computation Graphs"
  ☆163Updated 5 years ago
• willwx / sign-symmetry
  ☆28Updated 6 years ago
• KietzmannLab / EmergentPredictiveCoding
  ☆40Updated last year
• sinzlab / neural_cotraining
  The code for performing MTL on object recognition with neural data
  ☆16Updated 4 years ago
• infer-actively / pypc
  Predictive coding in Python
  ☆70Updated last year
• neuroailab / tnn
  Biologically-realistic recurrent convolutional neural networks
  ☆98Updated 2 years ago
• IGITUGraz / L2L
  Learning to Learn: Gradient-free Optimization framework
  ☆36Updated 4 years ago
• madvn / CTRNN
  Python package that implements Continuous Time Recurrent Neural Networks (CTRNNs)
  ☆44Updated 4 years ago
• sophiaas / bispectral-networks
  Official PyTorch implementation of Bispectral Neural Networks, ICLR 2023
  ☆26Updated 9 months ago
• julestalloen / pytorch-hebbian
  A lightweight and flexible framework for Hebbian learning in PyTorch.
  ☆95Updated last year
• oizumi-lab / GWTune
  ☆22Updated 10 months ago
• ernoult / updatesEPgradientsBPTT
  Updates of Equilibrium Prop Match Gradients of Backprop Through Time in an RNN with Static Input (NeurIPS 2019)
  ☆14Updated last year
• ganguli-lab / grid-pattern-formation
  repository for grid cell network code
  ☆71Updated 2 years ago
• jimmysmith1919 / JSLDS_public
  ☆12Updated 4 years ago
• schwartenbeckph / CPC_ActiveInference2018
  Tutorial material on active Bayesian inference from the Computational Psychiatry Conference in Zurich 2018
  ☆34Updated 5 years ago
• mtrazzi / two-step-task
  Implementation of the two-step-task as described in "Prefrontal cortex as a meta-reinforcement learning system" and "Learning to Reinforc…
  ☆59Updated 6 years ago
• bethgelab / slow_disentanglement
  Towards Nonlinear Disentanglement in Natural Data with Temporal Sparse Coding
  ☆73Updated 4 years ago