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
  ☆90Updated 4 years ago
• djcrw / generalising-structural-knowledge
  ☆202Updated 3 years ago
• jbakermans / torch_tem
  Implementation of the Tolman Eichenbaum Machine in pytorch
  ☆170Updated 3 years ago
• neurogym / neurogym
  A curated collection of neuroscience tasks with a common interface.
  ☆313Updated last month
• ganguli-lab / grid-pattern-formation
  repository for grid cell network code
  ☆71Updated 3 years ago
• YuhangSong / Prospective-Configuration
  This repository contains the code for the paper "Inferring Neural Activity Before Plasticity: A Foundation for Learning Beyond Backpropag…
  ☆141Updated 2 years ago
• liukidar / pcx
  Predictive Coding JAX-based library
  ☆86Updated 8 months ago
• fzenke / spytorch
  Tutorial for surrogate gradient learning in spiking neural networks
  ☆349Updated last year
• ComputationalPsychiatry / pyhgf
  PyHGF: A neural network library for predictive coding
  ☆116Updated last week
• francesco-innocenti / Neuro_AI_Papers
  A curated repository of Neuro-AI papers.
  ☆48Updated 4 months ago
• SelfishGene / neuron_as_deep_net
  Code behind the work "Single Cortical Neurons as Deep Artificial Neural Networks", published in Neuron 2021
  ☆161Updated 4 years ago
• lauradriscoll / flexible_multitask
  code for the paper, "flexible multitask computation in recurrent networks utilizes shared dynamical motifs"
  ☆11Updated 10 months ago
• neurallatents / nlb_tools
  Python tools for participating in Neural Latents Benchmark '21
  ☆66Updated last year
• RobertRosenbaum / ModelingNeuralCircuits
  Code to accompany the textbook "Modeling Neural Circuits Made Simple"
  ☆163Updated last year
• ckaraneen / neuroaid
  Papers and other material for getting started with Neuro-AI!
  ☆55Updated 2 years ago
• mitchellostrow / DSA
  Dynamical Similarity Analysis code accompanying the paper "Beyond Geometry: comparing the temporal structure of computation in neural cir…
  ☆72Updated last week
• jbakermans / state-space-composition
  Models and simulations for state space composition
  ☆27Updated last year
• NACLab / ngc-learn
  NGC-Learn: Neurobiological Systems Simulation and NeuroAI Design in Python
  ☆172Updated last week
• fmi-basel / latent-predictive-learning
  Code to accompany our paper "The combination of Hebbian and predictive plasticity learns invariant object representations in deep sensory…
  ☆30Updated last year
• neural-reckoning / cosyne-tutorial-2022
  Cosyne workshop tutorial 2022
  ☆127Updated 3 years ago
• genn-team / ml_genn
  A library for deep learning with Spiking Neural Networks (SNN).
  ☆38Updated last month
• CYHSM / awesome-neuro-ai-papers
  Papers from the intersection of deep learning and neuroscience
  ☆428Updated last week
• netneurolab / conn2res
  A reservoir computing toolbox for neuroscientists
  ☆113Updated last year
• miyosuda / predictive_coding
  Predictive Coding in the Visual Cortex: a Functional Interpretation of Some Extra-classical Receptive-field Effects
  ☆26Updated 6 years ago
• jsalbert / biotorch
  BioTorch is a PyTorch framework specializing in biologically plausible learning algorithms
  ☆56Updated last year
• RatInABox-Lab / RatInABox
  A python package for simulating movement and spatial cell types (e.g. place cells, grid cells) in continuous environments.
  ☆249Updated last week
• ellie-as / generative-memory
  ☆34Updated 9 months ago
• KrisJensen / planning_code
  Code for Jensen et al. 2023
  ☆16Updated last year
• 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…
  ☆69Updated 7 years ago
• BerenMillidge / FEP_Active_Inference_Papers
  A repository for major/influential FEP and active inference papers.
  ☆217Updated 4 years ago