ajayarunachalam / pynmsnnLinks
NeuroMorphic Predictive Model with Spiking Neural Networks (SNN) using Pytorch
☆33Updated 3 years ago
Alternatives and similar repositories for pynmsnn
Users that are interested in pynmsnn are comparing it to the libraries listed below
Sorting:
- Awesome tutorials, papers, projects and tools for Reservoir Computing techniques like Echo State Networks (ESN).☆55Updated 4 years ago
- Interactive Tutorials on Training Spiking Neural Network With Backprop☆44Updated 4 years ago
- Spiking neuron integration for PyTorch☆41Updated 8 months ago
- PyPi Package of Self-Organizing Recurrent Neural Networks (SORN) and Neuro-robotics using OpenAI Gym☆38Updated last year
- Liquid State Machines in Python and NEST☆75Updated 5 years ago
- a PyTorch based Reservoir Computing package with Automatic Hyper-Parameter Tuning☆46Updated 2 years ago
- Code for the paper "Next Generation Reservoir Computing"☆186Updated 4 years ago
- ☆74Updated 5 months ago
- The repository corresponds to our paper https://www.nature.com/articles/s41467-024-51110-5☆33Updated 2 months ago
- RNN architectures trained with Backpropagation and Reservoir Computing (RC) methods for forecasting high-dimensional chaotic dynamical sy…☆96Updated 2 years ago
- Data encoders☆33Updated 4 years ago
- A python package for finding causal functional connectivity from neural time series observations.☆18Updated 6 months ago
- A curated list of awesome cns frameworks, libraries, and software + First class pure python Tutorial Series for Spiking Neural Networks �…☆67Updated 4 months ago
- Long short-term memory Spiking Neural Networks☆107Updated 5 years ago
- ☆26Updated 6 years ago
- ☆25Updated 3 years ago
- Official implementation of Fully Spiking Variational Autoencoder [AAAI2022]☆73Updated 2 years ago
- Implementation of the paper Keys to Accurate Feature Extraction Using Residual Spiking Neural Networks☆33Updated last year
- ☆19Updated last year
- ☆10Updated 4 years ago
- ANNarchy (Artificial Neural Networks architect) is a parallel simulator for rate-coded and spiking neural networks.☆42Updated this week
- A Spiking Neural Network encoder for time series data☆22Updated 4 years ago
- ☆31Updated last year
- Oger is a toolbox mainly used for Reservoir Computing neural networks, such as Echo State Networks (ESN) and Liquid State Machines (LSM)☆22Updated 3 years ago
- Repository for example implementation of spatially-embedded RNNs. See https://www.jachterberg.com/seRNN for more information.☆47Updated 4 months ago
- Deeplearning project at The Technological University of Denmark (DTU) about Neural ODEs for finding dynamics in ordinary differential equ…☆17Updated 3 years ago
- Code for Reservoir computing (Echo state network)☆60Updated 7 years ago
- Deep Echo State Network (DeepESN) Python library☆125Updated 7 months ago
- Basic SNN propogating spikes between LIF neurons☆86Updated 7 years ago
- A data-driven method to calculate the Lyapunov exponent of a dynamical system employing a GRU-RNN.☆47Updated last year