dmukhg / spiking
pure-python implementation of a Spiking Neural Network
☆11Updated last month
Alternatives and similar repositories for spiking:
Users that are interested in spiking are comparing it to the libraries listed below
- Reinforcement Learning for Spiking Neural Networks☆80Updated 6 months ago
- Event-Driven CD in Spiking Neural Networks☆20Updated 8 years ago
- Implementation of a Spiking Neural Network in Tensorflow.☆23Updated 6 years ago
- Code from our paper: SuperSpike: Supervised learning in multi-layer spiking neural networks.☆56Updated 6 years ago
- This is the PyNN code used in the paper titled "Multilayer Spiking Neural Network for audio samples classification using SpiNNaker", whic…☆31Updated 3 years ago
- Event-based deep belief network offline training algorithm☆22Updated 10 years ago
- Differentiate notes using a spiking neural network☆49Updated 3 years ago
- spiking-neural-networks☆36Updated last month
- Nuerapse simulations for SNNs☆24Updated 6 years ago
- Spiking Neural Network to identify spoken letters☆8Updated 7 years ago
- Experiments with spiking neural networks (SNNs) in PyTorch. See https://github.com/BINDS-LAB-UMASS/bindsnet for the successor to this pro…☆90Updated 6 years ago
- ☆32Updated 6 years ago
- A Spiking Multi-Layer Perceptron☆33Updated 7 years ago
- Convolutional 3D Spiking Neural Network to classify videos☆14Updated 7 years ago
- spiking neural network implementing the SpikeProp algorithm for the improvement of beat detection in heart sound signals☆17Updated 11 years ago
- Supervised learning in spiking neural networks with FORCE training (Nicola & Clopath 2017)☆19Updated 6 years ago
- Supervised learning in spiking neural networks for precise temporal encoding☆18Updated 5 years ago
- ☆69Updated 9 years ago
- Using spiking neurons and spike-timing-dependent plasticity to classify the MNIST handwritten digits.☆156Updated 5 years ago
- One-Shot Object Appearance Learning using Spiking Neural Networks☆23Updated 5 years ago
- Proportional-Derivative Neural Networks, as described in Temporally Efficient Deep Learning with Spikes☆16Updated 7 years ago
- To identify features by aggregate-label learning in spiking neurons☆14Updated 7 years ago
- A python implementation of a spiking neural network with STDP and Reinforcement learning methods☆122Updated 7 years ago
- Liquid State Machines in Python and NEST☆69Updated 4 years ago
- Convolutional deep neural network with biology-inspired learning rule (Hebbian and reward-based learning)☆51Updated 7 years ago
- Brian is a simulator for spiking neural networks available on almost all platforms. This is the legacy version that is no longer develope…☆59Updated 2 years ago
- Tensorflow implementation of Spike-GAN, which allows generating realistic patterns of neural activity whose statistics approximate a give…☆23Updated 6 years ago
- ☆10Updated 5 years ago
- ☆36Updated 9 years ago
- Spiking Neural Network☆7Updated 6 years ago