Alternatives and similar repositories for ngc-learn

Users that are interested in ngc-learn are comparing it to the libraries listed below

• 8erberg / spatially-embedded-RNN
  Repository for example implementation of spatially-embedded RNNs. See https://www.jachterberg.com/seRNN for more information.
  ☆46Updated last month
• ago109 / predictive-forward-forward
  Implementation/simulation of the predictive forward-forward credit assignment algorithm for training neurobiologically-plausible recurren…
  ☆60Updated 2 years ago
• liukidar / pcx
  Predictive Coding JAX-based library
  ☆78Updated 4 months ago
• BerenMillidge / PredictiveCodingBackprop
  Code for the paper "Predictive Coding Approximates Backprop along Arbitrary Computation Graphs"
  ☆159Updated 4 years ago
• vicariousinc / naturecomm_cscg
  ☆41Updated 3 years ago
• jsalbert / biotorch
  BioTorch is a PyTorch framework specializing in biologically plausible learning algorithms
  ☆51Updated last year
• alec-tschantz / predcoding
  A Python Implementation of Predictive Coding (Whittington & Bogacz 2017)
  ☆18Updated 5 years ago
• RobertRosenbaum / Torch2PC
  Software for using predictive coding algorithms to train PyTorch models.
  ☆26Updated last year
• julestalloen / pytorch-hebbian
  A lightweight and flexible framework for Hebbian learning in PyTorch.
  ☆88Updated last year
• BerenMillidge / Predictive_Coding_Papers
  A repository collating interesting and/or influential predictive coding papers
  ☆88Updated 4 years ago
• jbakermans / torch_tem
  Implementation of the Tolman Eichenbaum Machine in pytorch
  ☆158Updated 3 years ago
• SelfishGene / neuron_as_deep_net
  Code behind the work "Single Cortical Neurons as Deep Artificial Neural Networks", published in Neuron 2021
  ☆157Updated 3 years ago
• djcrw / generalising-structural-knowledge
  ☆193Updated 2 years ago
• hadivafaii / IterativeVAE
  Brain-like variational inference
  ☆57Updated 3 months ago
• Poirazi-Lab / dendrify
  Introducing dendrites to spiking neural networks. Designed for the Brian 2 simulator.
  ☆43Updated 6 months ago
• infer-actively / pypc
  Predictive coding in Python
  ☆67Updated last year
• kmheckel / spyx
  Spyx: Spiking Neural Networks in JAX
  ☆124Updated 10 months ago
• ComputationalPsychiatry / pyhgf
  PyHGF: A neural network library for predictive coding
  ☆93Updated this week
• Kinds-of-Intelligence-CFI / animal-ai
  Animal-AI supports interdisciplinary research to help better understand human, animal, and artificial cognition.
  ☆75Updated 2 months ago
• enajx / HebbianMetaLearning
  Meta-Learning through Hebbian Plasticity in Random Networks: https://arxiv.org/abs/2007.02686
  ☆139Updated 4 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…
  ☆92Updated 2 years ago
• awjuliani / neuro-nav
  A library for neuroscience-inspired navigation and decision making research.
  ☆205Updated 6 months ago
• BerenMillidge / FEP_Active_Inference_Papers
  A repository for major/influential FEP and active inference papers.
  ☆204Updated 4 years ago
• YuhangSong / Prospective-Configuration
  This repository contains the code for the paper "Inferring Neural Activity Before Plasticity: A Foundation for Learning Beyond Backpropag…
  ☆127Updated last year
• ykubo82 / bioCHL
  Neurons learn by predicting future activity
  ☆29Updated 3 years ago
• Saran-nns / sorn
  PyPi Package of Self-Organizing Recurrent Neural Networks (SORN) and Neuro-robotics using OpenAI Gym
  ☆38Updated 11 months ago
• NeuromorphicComputing / SoftHebb
  ☆84Updated last year
• enajx / HyperNCA
  ☆40Updated 3 years ago
• thebuckleylab / jpc
  Flexible Inference for Predictive Coding Networks in JAX.
  ☆53Updated last month
• neuroailab / TDANN
  Topographic Deep Artificial Neural Networks
  ☆52Updated 10 months ago