sujay-pandit / spiking-neural-networks-mnist-classificationLinks
Pure python implementation of unsupervised MNIST classification using Spiking Neural Networks (using STDP)
☆30Updated 3 years ago
Alternatives and similar repositories for spiking-neural-networks-mnist-classification
Users that are interested in spiking-neural-networks-mnist-classification are comparing it to the libraries listed below
Sorting:
- A simple from scratch implementation of a Spiking-Neural-Network with STDP in Python which is beeing trained on MNIST.☆41Updated 9 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
- Repository for the master thesis titled "Local Unsupervised Learning of Multimodal Event-Based Data with Spiking Neural Networks", by Jul…☆24Updated 2 weeks ago
- Spiking Convolutional Neural Networks☆69Updated 6 years ago
- A Spiking Neural Network model for Digit Recognition using the N-MNIST dataset.☆19Updated 4 years ago
- a spiking neural network module, tempotron for classification☆17Updated 4 years ago
- Basic SNN propogating spikes between LIF neurons☆84Updated 6 years ago
- Threshold annealing in binarized spiking neural networks☆16Updated 3 years ago
- Convolutional spiking neural network implementing voltage-dependent synaptic plasticity and single-spike integrate-and-fire neurons☆13Updated 2 years ago
- Training spiking networks with hybrid ann-snn conversion and spike-based backpropagation☆100Updated 4 years ago
- Accurate and efficient Spiking recurrent networks on ECG,SHD,SSC,SOLI,(p)SMNIST,TIMIT☆81Updated 2 years ago
- The biologically plausible self backpropagation on SNNs and ANNs☆12Updated 3 years ago
- ☆42Updated 5 years ago
- SSTDP is a efficient spiking neural network training framework, which is contributed by Fangxin Liu and Wenbo Zhao.☆34Updated 3 years ago
- Long short-term memory Spiking Neural Networks☆104Updated 5 years ago
- ☆45Updated 2 years ago
- Convolutional spiking neural network implementing STDP☆20Updated 2 years ago
- Temporal backpropagation for spiking neural networks with one spike per neuron, by S. R. Kheradpisheh and T. Masquelier, International Jo…☆61Updated 4 years ago
- A Spiking Neural Network Architecture for MNIST Digit Recognition☆32Updated 6 years ago
- PyTorch implementation of the eligibility propagation (e-prop) learning algorithm.☆51Updated 3 years ago
- Reimplementation of the paper "STDP-based spiking deep convolutional neural networks for object recognition"☆15Updated last year
- A python implementation of a spiking neural network with STDP and Reinforcement learning methods☆129Updated 8 years ago
- ☆91Updated last year
- Collection of Spiking Neural Network applications for SNN Toolbox.☆31Updated 5 years ago
- Brian 2 version of Paper "Unsupervised Learning of digit recognition using STDP"☆134Updated 4 years ago
- Implementation of the paper Keys to Accurate Feature Extraction Using Residual Spiking Neural Networks☆30Updated last year
- Simulations using Brian for memristor-based neural networks using STDP learning☆26Updated 9 years ago
- FeedForward Propagation Through Time on Spiking Neural Network (SNNs)☆55Updated 2 years ago
- Using spiking neurons and spike-timing-dependent plasticity to classify the MNIST handwritten digits.☆163Updated 6 years ago
- Conversion from CNNs to SNNs using Tensorflow-Keras☆37Updated last year