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Spike-encoded features of the MNIST dataset, extracted by STDP-CSNN

Spike-encoded features of the Fashion-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.

Spike-encoded features of the CIFAR-10 dataset, extracted by STDP-CSNN