Alternatives and similar repositories for backprop-alts:

Users that are interested in backprop-alts are comparing it to the libraries listed below

• thebuckleylab / jpc
  Flexible Inference for Predictive Coding Networks in JAX.
  ☆32Updated 2 weeks ago
• Poirazi-Lab / dendrify
  Introducing dendrites to spiking neural networks. Designed for the Brian 2 simulator.
  ☆38Updated 2 months ago
• ago109 / predictive-forward-forward
  Implementation/simulation of the predictive forward-forward credit assignment algorithm for training neurobiologically-plausible recurren…
  ☆56Updated 2 years ago
• NACLab / ngc-museum
  NGC Museum: Biomimetic Credit Assignment and Brain-Inspired Computing with NGC-Learn
  ☆13Updated this week
• RobertRosenbaum / Torch2PC
  Software for using predictive coding algorithms to train PyTorch models.
  ☆21Updated last year
• Saran-nns / sorn
  PyPi Package of Self-Organizing Recurrent Neural Networks (SORN) and Neuro-robotics using OpenAI Gym
  ☆37Updated 7 months ago
• enajx / HyperNCA
  ☆38Updated 3 years ago
• Guillemdb / fragile
  Framework for building algorithms based on FractalAI theory
  ☆19Updated 4 years ago
• smonsays / equilibrium-propagation
  Fully documented Pytorch implementation of the Equilibrium Propagation algorithm.
  ☆34Updated 5 years ago
• ago109 / active-neural-generative-coding
  Implementation/simulation of active neural generative coding (ANGC) for training neurobiologically-plausible active inference agent model…
  ☆18Updated last year
• esennesh / dcpc_paper
  ☆10Updated last week
• nengo / pytorch-spiking
  Spiking neuron integration for PyTorch
  ☆41Updated last month
• TrentBrick / attention-approximates-sdm
  Code for the paper "Attention Approximates Sparse Distributed Memory"
  ☆23Updated 3 years ago
• romanpogodin / towards-bio-plausible-conv
  ☆14Updated 3 years ago
• NeuromorphicComputing / STPN
  ☆28Updated last year
• IDSIA / GoGePo
  Official repository for the paper "Goal-Conditioned Generators of Deep Policies"
  ☆11Updated 2 years ago
• spencerkent / resonator-networks
  An implementation of Resonator Networks
  ☆19Updated 4 years ago
• dimarkov / bmr4pml
  Bayesian model reduction for probabilistic machine learning
  ☆11Updated this week
• lio-wong / dreamcoder
  ☆64Updated 3 years ago
• aswinpaul / dpefe_2023
  On efficient computation in active inference
  ☆17Updated 10 months ago
• ykubo82 / bioCHL
  Neurons learn by predicting future activity
  ☆28Updated 3 years ago
• anh-tong / nanoGPT-equinox
  nanoGPT using Equinox
  ☆13Updated 2 years ago
• IBM / neuro-vector-symbolic-architectures
  PyTorch Implementation of the paper "A Neuro-vector-symbolic architecture for Solving Raven's Progressive Matrices" published in Nature M…
  ☆91Updated last year
• takuyaisomura / reverse_engineering
  Reverse engineering neural networks
  ☆24Updated last week
• smonsays / jax-hypernetwork
  A simple hypernetwork implementation in jax using haiku.
  ☆23Updated 2 years ago
• kmheckel / spyx
  Spyx: Spiking Neural Networks in JAX
  ☆113Updated 6 months ago
• lolemacs / pytorch-eventprop
  A PyTorch implementation of EventProp [https://arxiv.org/abs/2009.08378], a method to train Spiking Neural Networks
  ☆49Updated 4 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
• sap-ient-ai / FFF
  FastFeedForward Networks
  ☆20Updated last year
• bhoov / energy-transformer-jax
  The Energy Transformer block, in JAX
  ☆57Updated last year