Alternatives and similar repositories for pytorch-hebbian

Users that are interested in pytorch-hebbian are comparing it to the libraries listed below

• ThomasMiconi / HebbianCNNPyTorch
  Automatic Hebbian learning in multi-layer convolutional networks with PyTorch, by expressing Hebbian plasticity rules as gradients
  ☆40Updated 2 years ago
• BerenMillidge / PredictiveCodingBackprop
  Code for the paper "Predictive Coding Approximates Backprop along Arbitrary Computation Graphs"
  ☆162Updated 4 years ago
• jsalbert / biotorch
  BioTorch is a PyTorch framework specializing in biologically plausible learning algorithms
  ☆53Updated last year
• enajx / HebbianMetaLearning
  Meta-Learning through Hebbian Plasticity in Random Networks: https://arxiv.org/abs/2007.02686
  ☆143Updated 4 years ago
• BerenMillidge / Predictive_Coding_Papers
  A repository collating interesting and/or influential predictive coding papers
  ☆89Updated 4 years ago
• GabrieleLagani / HebbianLearningThesis
  Pytorch implementation of Hebbian learning algorithms to train deep convolutional neural networks.
  ☆31Updated 4 years ago
• liukidar / pcx
  Predictive Coding JAX-based library
  ☆82Updated 6 months ago
• smonsays / equilibrium-propagation
  Fully documented Pytorch implementation of the Equilibrium Propagation algorithm.
  ☆37Updated 5 years ago
• infer-actively / pypc
  Predictive coding in Python
  ☆69Updated last year
• NACLab / ngc-learn
  NGC-Learn: Neurobiological Systems Simulation and NeuroAI Design in Python
  ☆163Updated 2 weeks ago
• miyosuda / predictive_coding
  Predictive Coding in the Visual Cortex: a Functional Interpretation of Some Extra-classical Receptive-field Effects
  ☆24Updated 6 years ago
• vicariousinc / naturecomm_cscg
  ☆41Updated 3 years ago
• fonsc / predictive-coding
  Research of a deep predictive coding model for unsupervised representation learning from video and audio data.
  ☆31Updated 6 years ago
• ganguli-lab / grid-pattern-formation
  repository for grid cell network code
  ☆66Updated 2 years ago
• DimaKrotov / Biological_Learning
  Example of "biological" learning for MNIST
  ☆300Updated 3 years ago
• makrout / Deep-Learning-without-Weight-Transport
  Deep Learning without Weight Transport
  ☆36Updated 6 years ago
• lolemacs / pytorch-eventprop
  A PyTorch implementation of EventProp [https://arxiv.org/abs/2009.08378], a method to train Spiking Neural Networks
  ☆52Updated 5 years ago
• brain-score / vision
  A framework for evaluating models on their alignment to brain and behavioral measurements (100+ benchmarks)
  ☆157Updated this week
• SelfishGene / neuron_as_deep_net
  Code behind the work "Single Cortical Neurons as Deep Artificial Neural Networks", published in Neuron 2021
  ☆158Updated 3 years ago
• KietzmannLab / EmergentPredictiveCoding
  ☆40Updated last year
• jbakermans / torch_tem
  Implementation of the Tolman Eichenbaum Machine in pytorch
  ☆166Updated 3 years ago
• willwx / sign-symmetry
  ☆28Updated 6 years ago
• djcrw / generalising-structural-knowledge
  ☆197Updated 3 years ago
• L0SG / feedback-alignment-pytorch
  Implementation of feedback alignment learning in PyTorch
  ☆31Updated 2 years ago
• meulemansalex / theoretical_framework_for_target_propagation
  Python implementation of the methods in Meulemans et al. 2020 - A Theoretical Framework For Target Propagation
  ☆32Updated 11 months ago
• apayeur / spikingburstprop
  Auryn-based simulation of multiplexing and burst-dependent plasticity
  ☆24Updated 4 years ago
• neuroailab / TDANN
  Topographic Deep Artificial Neural Networks
  ☆53Updated this week
• fmi-basel / latent-predictive-learning
  Code to accompany our paper "The combination of Hebbian and predictive plasticity learns invariant object representations in deep sensory…
  ☆26Updated 9 months ago
• IGITUGraz / L2L
  Learning to Learn: Gradient-free Optimization framework
  ☆36Updated 4 years ago
• NeuromorphicComputing / SoftHebb
  ☆90Updated last year