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+# Spike-encoded features extracted from CIFAR-10 by STDP-CSNN
+
+This repository contains spike-encoded features of the [CIFAR-10 dataset](https://www.cs.toronto.edu/~kriz/cifar.html).
+
+Spike features were extracted in an unsupervised fashion by a Convolutional Spiking Neural Network (CSNN) trained with Spike Timing-Dependent Plasticity (STDP).
+
+These features have been used in the following paper: *Gaspard Goupy, Pierre Tirilly, and Ioan Marius Bilasco. Neuronal Competition Groups with Supervised STDP for Spike-Based Classification. Advances in Neural Information Processing Systems, 38, 2024*. The official code for the paper is available [here](https://gitlab.univ-lille.fr/fox/snn-ncg/). 
+
+See the code repository and the paper for additional information.
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