ajayarunachalam / pynmsnnLinks
NeuroMorphic Predictive Model with Spiking Neural Networks (SNN) using Pytorch
☆32Updated 2 years ago
Alternatives and similar repositories for pynmsnn
Users that are interested in pynmsnn are comparing it to the libraries listed below
Sorting:
- PyPi Package of Self-Organizing Recurrent Neural Networks (SORN) and Neuro-robotics using OpenAI Gym☆38Updated last year
- Awesome tutorials, papers, projects and tools for Reservoir Computing techniques like Echo State Networks (ESN).☆54Updated 3 years ago
- Liquid State Machines in Python and NEST☆73Updated 4 years ago
- Interactive Tutorials on Training Spiking Neural Network With Backprop☆41Updated 3 years ago
- The repository corresponds to our paper https://www.nature.com/articles/s41467-024-51110-5☆29Updated 9 months ago
- Spiking neuron integration for PyTorch☆41Updated 5 months ago
- Code for the paper "Next Generation Reservoir Computing"☆180Updated 4 years ago
- Data encoders☆33Updated 4 years ago
- ☆71Updated 2 months ago
- A Python 3 framework for Reservoir Computing with a scikit-learn-compatible API.☆92Updated last year
- ☆30Updated 9 months ago
- ☆23Updated 3 years ago
- Implementation of the paper Keys to Accurate Feature Extraction Using Residual Spiking Neural Networks☆30Updated last year
- Pytorch implementation of Hebbian learning algorithms to train deep convolutional neural networks.☆31Updated 4 years ago
- A curated list of awesome cns frameworks, libraries, and software + First class pure python Tutorial Series for Spiking Neural Networks �…☆64Updated last month
- Pytorch implementation of Spiking Neural Networks for Human Activity Recognition.☆20Updated 2 years ago
- Official implementation of Fully Spiking Variational Autoencoder [AAAI2022]☆73Updated 2 years ago
- Implement Reservoir Computing models for time series classification, clustering, forecasting, and much more!☆393Updated 5 months ago
- Long short-term memory Spiking Neural Networks☆103Updated 5 years ago
- Repository for paper "Hands-on reservoir computing" (NCE, 2022)☆28Updated 2 years ago
- Neuromorphic computing uses very-large-scale integration (VLSI) systems with the goal of replicating neurobiological structures and sig…☆13Updated 3 years ago
- A Spiking Neural Network encoder for time series data☆21Updated 4 years ago
- ☆10Updated 3 years ago
- a PyTorch based Reservoir Computing package with Automatic Hyper-Parameter Tuning☆45Updated 2 years ago
- Neuromorphic mathematical optimization with Lava☆59Updated last month
- A Numpy Implementation of Extreme Learning Machine (ELM)☆35Updated 6 years ago
- Code for Reservoir computing (Echo state network)☆60Updated 6 years ago
- Deep learning for spiking neural networks☆69Updated last year
- Spyx: Spiking Neural Networks in JAX☆124Updated 10 months ago
- Deep Echo State Network (DeepESN) Python library☆124Updated 4 months ago