Alternatives and similar repositories for sign-symmetry

Users that are interested in sign-symmetry 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
  ☆38Updated 2 years ago
• bscellier / Towards-a-Biologically-Plausible-Backprop
  ☆114Updated last year
• makrout / Deep-Learning-without-Weight-Transport
  Deep Learning without Weight Transport
  ☆35Updated 5 years ago
• ganguli-lab / RetinalResources
  Code for "A Unified Theory of Early Visual Representations from Retina to Cortex through Anatomically Constrained Deep CNNs", ICLR 2019
  ☆48Updated 6 years 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
  ☆68Updated 5 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 7 months ago
• jordan-g / PyTorch-Feedback-Alignment-Layers
  PyTorch implementation of linear and convolutional layers with fixed, random feedback weights.
  ☆14Updated 4 years ago
• ThomasMiconi / BiologicallyPlausibleLearningRNN
  Code for "Biologically plausible learning in recurrent neural networks", Miconi et al. eLife 2017
  ☆36Updated 6 years ago
• neuroailab / tnn
  Biologically-realistic recurrent convolutional neural networks
  ☆98Updated last year
• libilab / PCN-with-Local-Recurrent-Processing
  Code for "Deep predictive coding network with local recurrent processing for object recognition"
  ☆29Updated 9 months ago
• neuroailab / Neural-Alignment
  ☆24Updated 4 years ago
• L0SG / feedback-alignment-pytorch
  Implementation of feedback alignment learning in PyTorch
  ☆31Updated 2 years ago
• ernoult / updatesEPgradientsBPTT
  Updates of Equilibrium Prop Match Gradients of Backprop Through Time in an RNN with Static Input (NeurIPS 2019)
  ☆13Updated last year
• jordan-g / Segregated-Dendrite-Deep-Learning
  Deep learning in a spiking neural network using segregated dendrites.
  ☆84Updated 7 years ago
• sompolinsky-lab / dnn-object-manifolds
  ☆48Updated 3 years ago
• smonsays / equilibrium-propagation
  Fully documented Pytorch implementation of the Equilibrium Propagation algorithm.
  ☆35Updated 5 years ago
• raphaelholca / hebbianCNN
  Convolutional deep neural network with biology-inspired learning rule (Hebbian and reward-based learning)
  ☆50Updated 7 years ago
• schung039 / neural_manifolds_replicaMFT
  ☆72Updated 2 years ago
• lyprince / hierarchical_lfads
  Pytorch implementation of lfads, and hierarchical extension
  ☆26Updated 3 years ago
• dpaiton / DeepSparseCoding
  Hierarchical Models for Learning Features from Images and Videos
  ☆13Updated 2 years ago
• fonsc / predictive-coding
  Research of a deep predictive coding model for unsupervised representation learning from video and audio data.
  ☆30Updated 5 years ago
• tejparr / nmpassing
  neuronal message passing
  ☆17Updated 6 years ago
• baccuslab / deep-retina
  deep-retina is a project to build a convolutional neural network that can predict retinal ganglion cell responses to natural stimuli with…
  ☆55Updated 2 years ago
• conorheins / bayesian-mechanics-sdes
  ☆13Updated 2 years ago
• jsalbert / biotorch
  BioTorch is a PyTorch framework specializing in biologically plausible learning algorithms
  ☆49Updated last year
• ganguli-lab / grid-pattern-formation
  repository for grid cell network code
  ☆61Updated 2 years ago
• gatapia / unsupervised_bio_classifier
  PyTorch Implementation of “Unsupervised learning by competing hidden units” MNIST classifier
  ☆12Updated 6 years ago
• vicariousinc / naturecomm_cscg
  ☆40Updated 2 years ago
• romanpogodin / towards-bio-plausible-conv
  ☆14Updated 3 years ago