kastger / spiking-neural-networkLinks
Learning with spiking neural networks using STDP synapses. Python, PyNN, NEST-simulator, numpy
☆10Updated 4 years ago
Alternatives and similar repositories for spiking-neural-network
Users that are interested in spiking-neural-network are comparing it to the libraries listed below
Sorting:
- Using spiking neurons and spike-timing-dependent plasticity to classify the MNIST handwritten digits.☆9Updated 7 years ago
- This is a repository with implementations of neuron models, synapses, and spiking neural networks (SNN). It's still in development and it…☆31Updated 5 years ago
- Implementation of a Spiking Neural Network in Tensorflow.☆24Updated 7 years ago
- spiking-neural-networks☆37Updated 6 months ago
- Code for the model presented in the paper "A Biologically Plausible Supervised Learning Method for Spiking Neural Networks Using the Symm…☆47Updated 4 years ago
- A simple from scratch implementation of a Spiking-Neural-Network with STDP in Python which is beeing trained on MNIST.☆42Updated 11 months ago
- Reinforcement Learning for Spiking Neural Networks☆82Updated 11 months ago
- Supervised learning in spiking neural networks for precise temporal encoding☆18Updated 6 years ago
- A Spiking Neural Network Architecture for MNIST Digit Recognition☆34Updated 7 years ago
- Python implementation of a tempotron classifier for the MNIST dataset.☆14Updated 6 years ago
- Spiking neural networks (SNNs) for speech classification☆12Updated 3 years ago
- Using spiking neurons and spike-timing-dependent plasticity to classify the MNIST handwritten digits.☆166Updated 6 years ago
- This is the PyNN code used in the paper titled "Multilayer Spiking Neural Network for audio samples classification using SpiNNaker", whic…☆32Updated 3 years ago
- Data encoders☆33Updated 4 years ago
- A python implementation of a spiking neural network with STDP and Reinforcement learning methods☆128Updated 8 years ago
- ☆13Updated 3 years ago
- Collection of experimental Python and accompanying Bash scripts for training and evaluation of BindsNET networks.☆66Updated 2 years ago
- A Spiking Neural Network model for Digit Recognition using the N-MNIST dataset.☆19Updated 4 years ago
- This is project for image segmentation based on Spiking Neural Network☆10Updated 9 years ago
- ☆45Updated 3 years ago
- Repository for the master thesis titled "Local Unsupervised Learning of Multimodal Event-Based Data with Spiking Neural Networks", by Jul…☆26Updated 2 months ago
- Code for "Convolutional spiking neural networks (SNN) for spatio-temporal feature extraction" paper☆132Updated 4 years ago
- Event-based object recognition using analog and spiking neural networks☆8Updated 5 years ago
- Spiking Neural Network to identify spoken letters☆8Updated 7 years ago
- Human Action (Hand Gestures) Recognition with Spiking Neural Network☆18Updated last year
- A machine learning library for spiking neural networks. Supports training with both torch and jax pipelines, and deployment to neuromorph…☆71Updated last month
- Spiking Convolutional Neural Networks☆68Updated 6 years ago
- ☆13Updated 5 years ago
- Basic SNN propogating spikes between LIF neurons☆86Updated 6 years ago
- Reinforcement Learning in Spiking Neural Networks☆8Updated 7 years ago