neurom-iot / n3mlLinks
Neuromorphic Neural Network Machine Learning
☆20Updated 2 years ago
Alternatives and similar repositories for n3ml
Users that are interested in n3ml are comparing it to the libraries listed below
Sorting:
- Convolutional spiking neural network implementing STDP☆21Updated 3 years ago
- Software framework for Designing and Mapping a CNN onto neuromorphic chip with crossbar array of synapses.☆11Updated 5 years ago
- Basic SNN propogating spikes between LIF neurons☆87Updated 7 years ago
- Spiking Convolutional Neural Networks☆68Updated 7 years ago
- Code for the model presented in the paper "A Biologically Plausible Supervised Learning Method for Spiking Neural Networks Using the Symm…☆50Updated 5 years ago
- Implementation of the paper Keys to Accurate Feature Extraction Using Residual Spiking Neural Networks☆33Updated 2 years ago
- The biologically plausible self backpropagation on SNNs and ANNs☆12Updated 4 years ago
- A toolbox for neuromorphic sensing in robotics.☆16Updated 4 years ago
- An object detection model for NMNIST larger video frame☆12Updated 3 years ago
- A Spiking Neural Network model for Digit Recognition using the N-MNIST dataset.☆19Updated 5 years ago
- Python PyNN code demonstrating classification using SpiNNaker neuromorphic hardware. This work was developed at the University of Sussex …☆13Updated 9 years ago
- ☆70Updated 4 years ago
- Conversion from CNNs to SNNs using Tensorflow-Keras☆38Updated last year
- A simple from scratch implementation of a Spiking-Neural-Network with STDP in Python which is beeing trained on MNIST.☆45Updated last year
- Notebooks illustrating the use of Norse, a library for deep-learning with spiking neural networks.☆33Updated last year
- A python implementation of a spiking neural network with STDP and Reinforcement learning methods☆133Updated 8 years ago
- A deep learning library for spiking neural networks which is based on PyTorch, focuses on fast training and supports inference on neuromo…☆108Updated 3 weeks ago
- Implementation of Long Short Term Spiking NN☆39Updated 3 years ago
- The code associated with Comparing SNNs and RNNs on neuromorphic vision datasets: Similarities and differences.☆52Updated 4 years ago
- Pytorch Implementation of Signed Neuron with Memory: Towards Simple, Accurate and High-Efficient ANN-SNN Conversion, IJCAI 2022☆25Updated 3 years ago
- Toolbox for converting analog to spiking neural networks (ANN to SNN), and running them in a spiking neuron simulator.☆389Updated 2 years ago
- Efficient Spiking Neural Network framework, built on top of PyTorch for GPU acceleration☆231Updated last year
- Collection of Spiking Neural Network applications for SNN Toolbox.☆34Updated 5 years ago
- Convolutional spiking neural network implementing voltage-dependent synaptic plasticity and single-spike integrate-and-fire neurons☆13Updated 3 years ago
- This repository will host models, modules, algorithms and applications developed by the INRC Community to run on the Intel Loihi Platform…☆83Updated 2 years ago
- Long short-term memory Spiking Neural Networks☆109Updated 5 years ago
- Training spiking networks with hybrid ann-snn conversion and spike-based backpropagation☆103Updated 4 years ago
- Brian2 version of stdp-mnist☆10Updated 3 years ago
- Spiking MLP built using BRIAN☆30Updated 8 years ago
- Code for the model presented in the paper "LISNN: Improving Spiking Neural Networks with Lateral Interactions for Robust Object Recogniti…☆12Updated 5 years ago