SvenGronauer / SpikingConvNet
Building arbitrarily deep models of Spiking Convolutional Neural Networks on SpiNNaker
☆8Updated 6 years ago
Related projects ⓘ
Alternatives and complementary repositories for SpikingConvNet
- Using spiking neurons and spike-timing-dependent plasticity to classify the MNIST handwritten digits.☆152Updated 5 years ago
- ☆67Updated 3 years ago
- Spiking Convolutional Neural Networks☆64Updated 5 years ago
- A python implementation of a spiking neural network with STDP and Reinforcement learning methods☆121Updated 7 years ago
- Basic SNN propogating spikes between LIF neurons☆82Updated 6 years ago
- ☆36Updated 2 years 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
- spiking neural network implementing the SpikeProp algorithm for the improvement of beat detection in heart sound signals☆17Updated 10 years ago
- Efficient Spiking Neural Network framework, built on top of PyTorch for GPU acceleration☆218Updated 3 months ago
- Collection of experimental Python and accompanying Bash scripts for training and evaluation of BindsNET networks.☆66Updated 2 years ago
- spiking-neural-networks☆36Updated last year
- One-Shot Object Appearance Learning using Spiking Neural Networks☆23Updated 5 years ago
- RBM implemented with spiking neurons in Python. Contrastive Divergence used to train the network.☆29Updated 6 years ago
- Code from our paper: SuperSpike: Supervised learning in multi-layer spiking neural networks.☆54Updated 6 years ago
- Feedforward spiking neural network has been trained with SpikeProp algorithm☆22Updated 6 years ago
- High-speed simulator of convolutional spiking neural networks with at most one spike per neuron.☆381Updated 3 years ago
- Brian 2 version of Paper "Unsupervised Learning of digit recognition using STDP"☆129Updated 3 years ago
- Long short-term memory Spiking Neural Networks☆99Updated 4 years ago
- What about coding a Spiking Neural Network using an automatic differentiation framework? In SNNs, there is a time axis and the neural net…☆265Updated 2 years ago
- a spiking neural network module, tempotron for classification☆15Updated 3 years ago
- construct a spiking neural network☆23Updated 6 years ago
- ☆87Updated 7 months ago
- Spatio-temporal BP for SNNs☆210Updated 2 years ago
- ☆330Updated 2 years ago
- ☆27Updated 3 years ago
- ☆43Updated 2 years ago
- Toolbox for converting analog to spiking neural networks (ANN to SNN), and running them in a spiking neuron simulator.☆363Updated last year
- Training spiking networks with hybrid ann-snn conversion and spike-based backpropagation☆97Updated 3 years ago
- ☆69Updated 9 years ago
- PyTorch implementation of SLAYER for training Spiking Neural Networks☆308Updated 2 months ago