Alternatives and similar repositories for PredictiveCoding:

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

• BerenMillidge / Predictive_Coding_Papers
  A repository collating interesting and/or influential predictive coding papers
  ☆71Updated 3 years ago
• NACLab / ngc-learn
  NGC-Learn: Neurobiological Learning and Biomimetic Systems Simulation in Python
  ☆133Updated last week
• liukidar / pcx
  Predictive Coding JAX-based library
  ☆48Updated 3 weeks ago
• fmi-basel / latent-predictive-learning
  Code to accompany our paper "The combination of Hebbian and predictive plasticity learns invariant object representations in deep sensory…
  ☆24Updated 2 months ago
• ganguli-lab / grid-pattern-formation
  repository for grid cell network code
  ☆61Updated 2 years ago
• BerenMillidge / PredictiveCodingBackprop
  Code for the paper "Predictive Coding Approximates Backprop along Arbitrary Computation Graphs"
  ☆151Updated 4 years ago
• ComputationalPsychiatry / pyhgf
  PyHGF: A neural network library for predictive coding
  ☆67Updated last week
• djcrw / generalising-structural-knowledge
  ☆187Updated 2 years ago
• fzenke / spytorch
  Tutorial for surrogate gradient learning in spiking neural networks
  ☆309Updated 7 months ago
• vicariousinc / naturecomm_cscg
  ☆40Updated 2 years ago
• jbakermans / torch_tem
  Implementation of the Tolman Eichenbaum Machine in pytorch
  ☆150Updated 2 years ago
• ellie-as / generative-memory
  ☆30Updated last year
• mattgolub / fixed-point-finder
  FixedPointFinder: A Tensorflow toolbox for identifying and characterizing fixed points in recurrent neural networks
  ☆94Updated 7 months ago
• ago109 / predictive-forward-forward
  Implementation/simulation of the predictive forward-forward credit assignment algorithm for training neurobiologically-plausible recurren…
  ☆55Updated last year
• infer-actively / pypc
  Predictive coding in Python
  ☆64Updated 11 months ago
• julestalloen / pytorch-hebbian
  A lightweight and flexible framework for Hebbian learning in PyTorch.
  ☆82Updated last year
• jaxleyverse / jaxley
  Differentiable neuron simulations with biophysical detail on CPU, GPU, or TPU.
  ☆84Updated last week
• RatInABox-Lab / RatInABox
  A python package for simulating movement and spatial cell types (e.g. place cells, grid cells) in continuous environments.
  ☆211Updated 3 weeks ago
• jsalbert / biotorch
  BioTorch is a PyTorch framework specializing in biologically plausible learning algorithms
  ☆48Updated last year
• Poirazi-Lab / dendrify
  Introducing dendrites to spiking neural networks. Designed for the Brian 2 simulator.
  ☆36Updated last month
• YuhangSong / Prospective-Configuration
  This repository contains the code for the paper "Inferring Neural Activity Before Plasticity: A Foundation for Learning Beyond Backpropag…
  ☆109Updated last year
• PGI15 / snnax
  Spiking neural networks in JAX with equinox.
  ☆21Updated 6 months ago
• dtyulman / hebbff
  Meta-learning local synaptic plasticity for continual familiarity detection
  ☆16Updated 2 years ago
• dbersan / Predictive-Coding-Implementation
  Implementation of Predictive Coding model for transfer learning in PyTorch
  ☆15Updated 10 months ago
• francesco-innocenti / Neuro_AI_Papers
  A curated repository of Neuro-AI papers.
  ☆41Updated 3 years ago
• IGITUGraz / eligibility_propagation
  ☆89Updated last year
• 8erberg / spatially-embedded-RNN
  Repository for example implementation of spatially-embedded RNNs. See https://www.jachterberg.com/seRNN for more information.
  ☆43Updated 5 months 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
• jordan-g / PyTorch-Feedback-Alignment-Layers
  PyTorch implementation of linear and convolutional layers with fixed, random feedback weights.
  ☆13Updated 4 years ago