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
  ☆67Updated 3 years ago
• liukidar / pcx
  Predictive Coding JAX-based library
  ☆45Updated this week
• ComputationalPsychiatry / pyhgf
  PyHGF: A neural network library for predictive coding
  ☆64Updated 2 weeks ago
• infer-actively / pypc
  Predictive coding in Python
  ☆65Updated 10 months ago
• BerenMillidge / PredictiveCodingBackprop
  Code for the paper "Predictive Coding Approximates Backprop along Arbitrary Computation Graphs"
  ☆151Updated 4 years ago
• jordan-g / Burstprop
  Code to train on MNIST, CIFAR-10 and ImageNet using burstprop.
  ☆37Updated 3 years ago
• fzenke / spytorch
  Tutorial for surrogate gradient learning in spiking neural networks
  ☆303Updated 6 months ago
• ganguli-lab / grid-pattern-formation
  repository for grid cell network code
  ☆61Updated 2 years ago
• Poirazi-Lab / dendrify
  Introducing dendrites to spiking neural networks. Designed for the Brian 2 simulator.
  ☆37Updated 2 weeks ago
• PGI15 / snnax
  Spiking neural networks in JAX with equinox.
  ☆20Updated 5 months ago
• NACLab / ngc-learn
  NGC-Learn: Neurobiological Learning and Biomimetic Systems Simulation in Python
  ☆128Updated 2 months 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…
  ☆23Updated last month
• jbakermans / torch_tem
  Implementation of the Tolman Eichenbaum Machine in pytorch
  ☆146Updated 2 years ago
• vicariousinc / naturecomm_cscg
  ☆35Updated 2 years ago
• enajx / HebbianMetaLearning
  Meta-Learning through Hebbian Plasticity in Random Networks: https://arxiv.org/abs/2007.02686
  ☆133Updated 3 years ago
• RobertRosenbaum / ModelingNeuralCircuits
  Code to accompany the textbook "Modeling Neural Circuits Made Simple"
  ☆141Updated 7 months ago
• dbersan / Predictive-Coding-Implementation
  Implementation of Predictive Coding model for transfer learning in PyTorch
  ☆14Updated 9 months ago
• miyosuda / predictive_coding
  Predictive Coding in the Visual Cortex: a Functional Interpretation of Some Extra-classical Receptive-field Effects
  ☆23Updated 5 years ago
• jaxleyverse / jaxley
  Differentiable neuron simulations with biophysical detail on CPU, GPU, or TPU.
  ☆78Updated this week
• conorheins / bayesian-mechanics-sdes
  ☆13Updated 2 years ago
• djcrw / generalising-structural-knowledge
  ☆183Updated 2 years ago
• BerenMillidge / FEP_Active_Inference_Papers
  A repository for major/influential FEP and active inference papers.
  ☆186Updated 3 years ago
• Devrim-Celik / interactive_neuron_model_simulator
  Interactive Matplotlib Plots in Python, convering Models such as the Leaky Integrate and Fire, Izhikevich Model, FitzHugh-Nagumo Model et…
  ☆68Updated 6 years ago
• neurogym / neurogym
  A curated collection of neuroscience tasks with a common interface.
  ☆270Updated this week
• GiorgiaD / PEPITA
  ☆28Updated 2 years ago
• alec-tschantz / predcoding
  A Python Implementation of Predictive Coding (Whittington & Bogacz 2017)
  ☆15Updated 4 years ago
• jsalbert / biotorch
  BioTorch is a PyTorch framework specializing in biologically plausible learning algorithms
  ☆47Updated 11 months ago
• IGITUGraz / eligibility_propagation
  ☆89Updated 10 months ago
• neuromatch / NeuroAI_Course
  ☆75Updated this week
• byin-cwi / sFPTT
  FeedForward Propagation Through Time on Spiking Neural Network (SNNs)
  ☆50Updated 2 years ago