Alternatives and similar repositories for sorn

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

• IGITUGraz / L2L
  Learning to Learn: Gradient-free Optimization framework
  ☆36Updated 4 years ago
• 8erberg / spatially-embedded-RNN
  Repository for example implementation of spatially-embedded RNNs. See https://www.jachterberg.com/seRNN for more information.
  ☆47Updated 2 months ago
• ComputationalPsychiatry / pyhgf
  PyHGF: A neural network library for predictive coding
  ☆101Updated this week
• NACLab / ngc-learn
  NGC-Learn: Neurobiological Systems Simulation and NeuroAI Design in Python
  ☆162Updated last week
• geometric-intelligence / neurometry
  Quantify geometric intelligence in natural and artificial brains.
  ☆51Updated 3 months ago
• infer-actively / pypc
  Predictive coding in Python
  ☆69Updated last year
• Poirazi-Lab / dendrify
  Introducing dendrites to spiking neural networks. Designed for the Brian 2 simulator.
  ☆43Updated 8 months ago
• RobertRosenbaum / Torch2PC
  Software for using predictive coding algorithms to train PyTorch models.
  ☆26Updated last year
• takuyaisomura / reverse_engineering
  Reverse engineering neural networks
  ☆28Updated 5 months ago
• reservoirpy / awesome-reservoir-computing
  Awesome tutorials, papers, projects and tools for Reservoir Computing techniques like Echo State Networks (ESN).
  ☆54Updated 3 years ago
• nengo / pytorch-spiking
  Spiking neuron integration for PyTorch
  ☆41Updated 6 months ago
• PrincetonUniversity / PsyNeuLink
  A block modeling system for cognitive neuroscience
  ☆99Updated this week
• romanpogodin / towards-bio-plausible-conv
  ☆14Updated 4 years ago
• nengo / nengo-gui
  Nengo interactive visualizer
  ☆108Updated 4 months ago
• alec-tschantz / predcoding
  A Python Implementation of Predictive Coding (Whittington & Bogacz 2017)
  ☆18Updated 5 years 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…
  ☆26Updated 8 months ago
• fabridamicelli / echoes
  Machine Learning with Echo State Networks, a scikit-learn compatible package.
  ☆44Updated last week
• kmheckel / spyx
  Spyx: Spiking Neural Networks in JAX
  ☆125Updated 11 months ago
• vicariousinc / naturecomm_cscg
  ☆41Updated 3 years ago
• BerenMillidge / PredictiveCodingBackprop
  Code for the paper "Predictive Coding Approximates Backprop along Arbitrary Computation Graphs"
  ☆161Updated 4 years ago
• conorheins / collective_motion_actinf
  Code for simulating collective motion from groups of continuous-time and -space active inference agents.
  ☆51Updated last year
• quantinfo / ng-rc-paper-code
  Code for the paper "Next Generation Reservoir Computing"
  ☆181Updated 4 years ago
• julestalloen / pytorch-hebbian
  A lightweight and flexible framework for Hebbian learning in PyTorch.
  ☆90Updated last year
• nengo / nengo-dl
  Deep learning integration for Nengo
  ☆91Updated 6 months ago
• andresantoro / RHOSTS
  Code associated with the paper 'Higher-order structure of multivariate time series' (https://www.nature.com/articles/s41567-022-01852-0)
  ☆44Updated last year
• williamgilpin / shrec
  Reconstructing shared causal drivers from noisy time series
  ☆57Updated 11 months ago
• hadivafaii / IterativeVAE
  Brain-like variational inference
  ☆57Updated 4 months ago
• ajayarunachalam / pynmsnn
  NeuroMorphic Predictive Model with Spiking Neural Networks (SNN) using Pytorch
  ☆32Updated 3 years ago
• brian-team / brian2cuda
  A brian2 extension to simulate spiking neural networks on GPUs
  ☆65Updated 8 months ago
• neuroailab / TDANN
  Topographic Deep Artificial Neural Networks
  ☆53Updated 11 months ago