asneha213 / spiking-agent-RLLinks
Reinforcement learning with a network of spiking agents
☆20Updated 5 years ago
Alternatives and similar repositories for spiking-agent-RL
Users that are interested in spiking-agent-RL are comparing it to the libraries listed below
Sorting:
- Reinforcement learning framework for spiking neural network actors with R-STDP for the master's thesis "Training Spiking Neural Networks …☆19Updated 3 years ago
- Deep Spiking Reinforcement Learning☆24Updated last year
- DRL with population coded spiking neural network for optimal and energy-efficient continuous control.☆59Updated 3 years ago
- Implementation of spiking DQN training using different conversion techniques and backpropagation with surrogate gradients employed on the…☆11Updated 2 years ago
- A library for deep learning with Spiking Neural Networks (SNN).☆33Updated last week
- ☆91Updated last year
- A python implementation of a spiking neural network with STDP and Reinforcement learning methods☆129Updated 8 years ago
- Reinforcement Learning in Spiking Neural Networks☆8Updated 7 years ago
- Simulation of spiking neural networks (SNNs) using PyTorch.☆44Updated last year
- Spiking-DDPG trains an SNN for energy-efficient mapless navigation on Intel's Loihi neuromorphic processor.☆75Updated 3 years ago
- Meta-Learning through Hebbian Plasticity in Random Networks: https://arxiv.org/abs/2007.02686☆138Updated 3 years ago
- A PyTorch implementation of EventProp [https://arxiv.org/abs/2009.08378], a method to train Spiking Neural Networks☆49Updated 4 years ago
- Spiking Convolutional Neural Networks☆69Updated 6 years ago
- Code from our paper: SuperSpike: Supervised learning in multi-layer spiking neural networks.☆56Updated 6 years ago
- Efficient Spiking Neural Network framework, built on top of PyTorch for GPU acceleration☆227Updated 10 months ago
- The biologically plausible self backpropagation on SNNs and ANNs☆12Updated 3 years ago
- Long short-term memory Spiking Neural Networks☆104Updated 5 years ago
- Training Recurrent Neural Networks via Forward Propagation Through Time☆41Updated 4 years ago
- ☆45Updated 2 years ago
- ☆38Updated 3 years ago
- Reinforcement Learning for Spiking Neural Networks☆83Updated 10 months ago
- Notebooks illustrating the use of Norse, a library for deep-learning with spiking neural networks.☆31Updated last year
- Interactive Matplotlib Plots in Python, convering Models such as the Leaky Integrate and Fire, Izhikevich Model, FitzHugh-Nagumo Model et…☆69Updated 6 years ago
- Code for training binary and WTA SNNs☆17Updated 3 years ago
- Basic SNN propogating spikes between LIF neurons☆84Updated 6 years ago
- Author's PyTorch implementation of "A Low Latency Adaptive Coding Spike Framework for Deep Reinforcement Learning", IJCAI 2023☆9Updated last year
- The Spiking Reservoir (Liquid State Machine - LSM) Simulator☆58Updated last year
- ☆34Updated 5 years ago
- Code to accompany our paper "The combination of Hebbian and predictive plasticity learns invariant object representations in deep sensory…☆26Updated 5 months ago
- spiking-neural-networks☆37Updated 5 months ago