zhouyanasd / DL-NC
spiking-neural-networks
☆36Updated last year
Related projects ⓘ
Alternatives and complementary repositories for DL-NC
- Spiking Convolutional Neural Networks☆64Updated 5 years ago
- Feedforward spiking neural network has been trained with SpikeProp algorithm☆22Updated 6 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
- Using spiking neurons and spike-timing-dependent plasticity to classify the MNIST handwritten digits.☆152Updated 5 years ago
- Temporal backpropagation for spiking neural networks with one spike per neuron, by S. R. Kheradpisheh and T. Masquelier, International Jo…☆59Updated 3 years ago
- A Spiking Neural Network Architecture for MNIST Digit Recognition☆32Updated 6 years ago
- ☆42Updated 5 years ago
- construct a spiking neural network☆23Updated 6 years ago
- ☆36Updated 2 years ago
- Supervised learning in spiking neural networks for precise temporal encoding☆18Updated 5 years ago
- a spiking neural network module, tempotron for classification☆15Updated 3 years ago
- ☆32Updated 5 years ago
- A Spiking Neural Network model for Digit Recognition using the N-MNIST dataset.☆15Updated 4 years ago
- Basic SNN propogating spikes between LIF neurons☆82Updated 6 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 4 years ago
- Pytorch implementation of TSSL-BP rule for Deep Spiking Neural Networks.☆68Updated 6 months ago
- ☆43Updated 2 years ago
- Datasets recorded from Neuromorphic Sensors or Conversions using Simulations of Sensors☆29Updated 6 months ago
- A python implementation of a spiking neural network with STDP and Reinforcement learning methods☆121Updated 7 years ago
- ☆67Updated 3 years ago
- spiking neural network implementing the SpikeProp algorithm for the improvement of beat detection in heart sound signals☆17Updated 10 years ago
- The code associated with Comparing SNNs and RNNs on neuromorphic vision datasets: Similarities and differences.☆50Updated 3 years ago
- Long short-term memory Spiking Neural Networks☆99Updated 4 years ago
- Spiking Neural Network to identify spoken letters☆8Updated 7 years ago
- ☆33Updated 4 years ago
- Spiking neural networks are biologically plausible CNNs which learn through a temporally dependent learning method known as Spike Time De…☆9Updated 7 years ago
- This repo is the implementation of the spatio-temporal credit assignment （STCA） algorithm for training deep spiking neural networks.☆25Updated 5 years ago
- Accurate and efficient Spiking recurrent networks on ECG,SHD,SSC,SOLI,(p)SMNIST,TIMIT☆76Updated last year
- Code for "Convolutional spiking neural networks (SNN) for spatio-temporal feature extraction" paper☆122Updated 4 years ago
- Supervised Spiking Network☆80Updated 2 years ago