victorjo97 / MNIST_memristorLinks
Python code implementing the algorithms of my MSc Dissertation on "Modified training for increased robustness in memristor-based neural networks".
☆15Updated 3 years ago
Alternatives and similar repositories for MNIST_memristor
Users that are interested in MNIST_memristor are comparing it to the libraries listed below
Sorting:
- Repository code for the IJCNN 2021 paper "Learning from Event Cameras with Sparse Spiking Convolutional Neural Networks"☆17Updated 3 years ago
- VT-SNN☆24Updated 2 years ago
- Spike-based artificial intelligence computing platform☆100Updated last year
- A spiking graph neural network for event-based learning☆47Updated 4 years ago
- Cerebellar-SNN control of a Baxter robot. The repository includes EDLUT simulator source code, the ROS package to perform a closed-loop c…☆16Updated 3 years ago
- The biologically plausible self backpropagation on SNNs and ANNs☆12Updated 4 years ago
- A simple from scratch implementation of a Spiking-Neural-Network with STDP in Python which is beeing trained on MNIST.☆44Updated last year
- Original DVS128 Gesture Dataset in PyTorch☆12Updated 2 years ago
- [Nature Communications 2023] "Wearable in-sensor reservoir computing using optoelectronic polymers with through-space charge-transport ch…☆14Updated 2 years ago
- ☆255Updated 4 years ago
- Accurate and efficient Spiking recurrent networks on ECG,SHD,SSC,SOLI,(p)SMNIST,TIMIT☆83Updated 2 years ago
- Neuromorphic paper list, automatically updating everyday at 8:00 am GMT.☆47Updated this week
- Spatio-temporal BP for SNNs☆231Updated 3 years ago
- Offical implementation of "Attention Spiking Neural Networks" (IEEE T-PAMI2023)☆82Updated last year
- Incorporating Learnable Membrane Time Constant to Enhance Learning of Spiking Neural Networks☆110Updated 3 years ago
- Simulations using Brian for memristor-based neural networks using STDP learning☆27Updated 9 years ago
- Code for "Convolutional spiking neural networks (SNN) for spatio-temporal feature extraction" paper☆133Updated 4 years ago
- Spiking Convolutional Neural Networks☆68Updated 6 years ago
- 🔥🔥🔥A collection of some awesome public SNN(Spiking Neural Network) projects.☆207Updated 11 months ago
- a spiking neural network module, tempotron for classification☆17Updated 4 years ago
- The code for tuning Spiking Neural Network based on Biologically-plausible Reward Propagation☆11Updated 4 years ago
- Update arXiv papers about Spiking Neural Networks daily.☆411Updated last week
- ☆55Updated 2 years ago
- Here is the official code for ICASSP 2024 "Optimal ANN-SNN Conversion with Group Neurons".☆13Updated last year
- The code associated with Comparing SNNs and RNNs on neuromorphic vision datasets: Similarities and differences.☆52Updated 4 years ago
- This repo is the implementation of the spatio-temporal credit assignment （STCA） algorithm for training deep spiking neural networks.☆27Updated 6 years ago
- FeedForward Propagation Through Time on Spiking Neural Network (SNNs)☆56Updated 2 years ago
- Convolutional spiking neural network implementing voltage-dependent synaptic plasticity and single-spike integrate-and-fire neurons☆13Updated 2 years ago
- Brian 2 version of Paper "Unsupervised Learning of digit recognition using STDP"☆133Updated 4 years ago
- code for generating data set ES-ImageNet with corresponding training code☆31Updated last year