Alternatives and similar repositories for BrainProp:

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

• ernoult / updatesEPgradientsBPTT
  Updates of Equilibrium Prop Match Gradients of Backprop Through Time in an RNN with Static Input (NeurIPS 2019)
  ☆13Updated last year
• meulemansalex / theoretical_framework_for_target_propagation
  Python implementation of the methods in Meulemans et al. 2020 - A Theoretical Framework For Target Propagation
  ☆32Updated 6 months ago
• ganguli-lab / degrees-of-freedom
  ☆37Updated 3 years ago
• ThomasMiconi / HebbianCNNPyTorch
  Automatic Hebbian learning in multi-layer convolutional networks with PyTorch, by expressing Hebbian plasticity rules as gradients
  ☆38Updated last year
• yjhuangcd / CNNF
  Official implementation for Neural networks with recurrent generative feedback (NeurIPS 2020).
  ☆22Updated 4 years ago
• smonsays / equilibrium-propagation
  Fully documented Pytorch implementation of the Equilibrium Propagation algorithm.
  ☆34Updated 5 years ago
• romanpogodin / towards-bio-plausible-conv
  ☆14Updated 3 years ago
• revbucket / geometric-certificates
  Geometric Certifications of Neural Nets
  ☆41Updated 2 years ago
• fonsc / predictive-coding
  Research of a deep predictive coding model for unsupervised representation learning from video and audio data.
  ☆29Updated 5 years ago
• tk-rusch / coRNN
  Official code for Coupled Oscillatory RNN (ICLR 2021, Oral)
  ☆44Updated 3 years ago
• willwx / sign-symmetry
  ☆28Updated 6 years ago
• a554b554 / kWTA-Activation
  ☆47Updated 5 years ago
• MichaelArbel / GeneralizedEBM
  ☆53Updated 9 months ago
• locuslab / monotone_op_net
  Monotone operator equilibrium networks
  ☆52Updated 4 years ago
• thegregyang / NNspectra
  Computing the eigenvalues of Neural Tangent Kernel and Conjugate Kernel (aka NNGP kernel) over the boolean cube
  ☆47Updated 5 years ago
• facebookresearch / Addressing-the-Topological-Defects-of-Disentanglement
  Repo reproducing experimental results in "Addressing the Topological Defects of Disentanglement"
  ☆22Updated 2 years ago
• aleatory-science / deep-probprog-course
  Deep Probabilistic Programming Course @ DIKU
  ☆57Updated 4 years ago
• CalculatedContent / ImplicitSelfRegularization
  Repo to accompany paper "Implicit Self-Regularization in Deep Neural Networks..."
  ☆43Updated 6 years ago
• AllanYangZhou / metalearning-symmetries
  Experiments for Meta-Learning Symmetries by Reparameterization
  ☆56Updated 4 years ago
• facebookresearch / rcpm
  Riemannian Convex Potential Maps
  ☆67Updated 2 years ago
• thegregyang / NTK4A
  Code for the paper: "Tensor Programs II: Neural Tangent Kernel for Any Architecture"
  ☆106Updated 4 years ago
• EI-research-group / deep-ei
  Tools for examining the causal structure of artificial neural networks with information theory
  ☆21Updated 4 years ago
• ansuini / IntrinsicDimDeep
  Code for the intrinsic dimensionality estimate of data representations
  ☆80Updated 5 years ago
• IGITUGraz / L2L
  Learning to Learn: Gradient-free Optimization framework
  ☆36Updated 3 years ago
• StefOe / all-conv-pytorch
  Pytorch implementation of "Striving for Simplicity: The All Convolutional Net" (https://arxiv.org/abs/1412.6806)
  ☆16Updated 6 years ago
• ernoult / scalingDTP
  "Towards Scaling Difference Target Propagation by Learning Backprop Targets" (ICML 2022)
  ☆12Updated 2 years ago
• dicarlolab / vonenet
  Repository for VOneNet models
  ☆115Updated 4 months ago
• petered / uoro-demo
  ☆17Updated 4 years ago
• wrongu / repsim
  PyTorch-based library for various kinds of representational-similarity analysis
  ☆24Updated 11 months ago
• makrout / Deep-Learning-without-Weight-Transport
  Deep Learning without Weight Transport
  ☆35Updated 5 years ago