Alternatives and similar repositories for neurorobotics-2020:

Users that are interested in neurorobotics-2020 are comparing it to the libraries listed below

• 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
• neuromorphs / l2race
  Learning to race challenge for 2020 workshop
  ☆14Updated 2 years ago
• chan8972 / Enabling_Spikebased_Backpropagation
  ☆33Updated 4 years ago
• BSVogler / SNN-RL
  Reinforcement learning framework for spiking neural network actors with R-STDP for the master's thesis "Training Spiking Neural Networks …
  ☆17Updated 2 years ago
• IGITUGraz / eligibility_propagation
  ☆89Updated 11 months ago
• ricardodeazambuja / Bee
  The Spiking Reservoir (Liquid State Machine - LSM) Simulator
  ☆55Updated last year
• fzenke / pub2018superspike
  Code from our paper: SuperSpike: Supervised learning in multi-layer spiking neural networks.
  ☆56Updated 6 years ago
• combra-lab / spiking-ddpg-mapless-navigation
  Spiking-DDPG trains an SNN for energy-efficient mapless navigation on Intel's Loihi neuromorphic processor.
  ☆72Updated 3 years ago
• combra-lab / pop-spiking-deep-rl
  DRL with population coded spiking neural network for optimal and energy-efficient continuous control.
  ☆54Updated 3 years ago
• nathanwispinski / meta-rl
  A short conceptual replication of "Prefrontal cortex as a meta-reinforcement learning system" in Jax.
  ☆15Updated 2 years ago
• pl-robotdecision / tutorials-active-inference
  Free Energy Principle and Active Inference tutorials for newbies
  ☆44Updated 4 years ago
• studywolf / REACH-paper
  ☆14Updated last year
• genn-team / ml_genn
  A library for deep learning with Spiking Neural Networks (SNN).
  ☆28Updated this week
• mahmoudakl / dsrl
  Deep Spiking Reinforcement Learning
  ☆22Updated last year
• EduardoRosLab / EDLUT_BAXTER
  Cerebellar-SNN control of a Baxter robot. The repository includes EDLUT simulator source code, the ROS package to perform a closed-loop c…
  ☆14Updated 3 years ago
• apayeur / spikingburstprop
  Auryn-based simulation of multiplexing and burst-dependent plasticity
  ☆23Updated 4 years ago
• lolemacs / pytorch-eventprop
  A PyTorch implementation of EventProp [https://arxiv.org/abs/2009.08378], a method to train Spiking Neural Networks
  ☆49Updated 4 years ago
• thomasaimondy / SBP
  The biologically plausible self backpropagation on SNNs and ANNs
  ☆12Updated 3 years ago
• clamesc / Training-Neural-Networks-for-Event-Based-End-to-End-Robot-Control
  TUM Master’s thesis: Steering a robot with an event-based vision sensor in a lane-keeping task using methods such as Deep Reinforcement L…
  ☆56Updated 7 years ago
• event-driven-robotics / tactile_braille_reading
  ☆13Updated last week
• jordan-g / Burstprop
  Code to train on MNIST, CIFAR-10 and ImageNet using burstprop.
  ☆37Updated 3 years ago
• tartavull / snn-rl
  Reinforcement Learning for Spiking Neural Networks
  ☆81Updated 6 months ago
• NeuromorphicComputing / STPN
  ☆28Updated last year
• R-Stefano / Grid-Cells
  Implementation of Vector Based Navigation using Grid-like cells using Tensorflow and Numpy
  ☆34Updated last year
• uzh-rpg / snn_angular_velocity
  Event-Based Angular Velocity Regression with Spiking Networks
  ☆111Updated 2 years ago
• mariacer / strong_dfc
  Minimizing Control for Credit Assignment with Strong Feedback
  ☆14Updated 4 months ago
• LPompe / gridtorch
  PYTORCH Implementation of the supervised learning experiments in Vector-based navigation using grid-like representations in artificial ag…
  ☆18Updated 4 years ago
• asneha213 / spiking-agent-RL
  Reinforcement learning with a network of spiking agents
  ☆20Updated 4 years ago
• BINDS-LAB-UMASS / bindsnet
  Simulation of spiking neural networks (SNNs) using PyTorch.
  ☆44Updated last year
• alec-tschantz / predcoding
  A Python Implementation of Predictive Coding (Whittington & Bogacz 2017)
  ☆15Updated 4 years ago