Spike-encoded features of the CIFAR-10 dataset, extracted by STDP-CSNN
Spike-encoded features of the Fashion-MNIST dataset, extracted by STDP-CSNN
Spike-encoded features of the MNIST dataset, extracted by STDP-CSNN
A spiking neural network framework for classification layers, employing WTA-based competitive architectures and supervised STDP training. Code for the NCG paper published at NeurIPS24.
Spiking neural network trained with unsupervised STDP for feature extraction and supervised STDP for classification.