The Heidelberg Spiking Datasets comprise two spike-based classification datasets: The Spiking Heidelberg Digits (SHD) dataset and the Spiking Speech Command (SSC) dataset. The latter is derived from Pete Warden's Speech Commands dataset (https://arxiv.org/abs/1804.03209), whereas the former is based on a spoken digit dataset recorded in-house and included in this repository. Both datasets were generated by applying a detailed inner ear model to audio recordings. We distribute the input spikes and target labels in HDF5 format.

Dataset Files

You must be an IEEE Dataport Subscriber to access these files. Subscribe now or login.

[1] Benjamin Cramer, Yannik Stradmann, Johannes Schemmel, Friedemann Zenke, "Heidelberg Spiking Datasets", IEEE Dataport, 2019. [Online]. Available: http://dx.doi.org/10.21227/51gn-m114. Accessed: Jan. 18, 2025.
@data{51gn-m114-19,
doi = {10.21227/51gn-m114},
url = {http://dx.doi.org/10.21227/51gn-m114},
author = {Benjamin Cramer; Yannik Stradmann; Johannes Schemmel; Friedemann Zenke },
publisher = {IEEE Dataport},
title = {Heidelberg Spiking Datasets},
year = {2019} }
TY - DATA
T1 - Heidelberg Spiking Datasets
AU - Benjamin Cramer; Yannik Stradmann; Johannes Schemmel; Friedemann Zenke
PY - 2019
PB - IEEE Dataport
UR - 10.21227/51gn-m114
ER -
Benjamin Cramer, Yannik Stradmann, Johannes Schemmel, Friedemann Zenke. (2019). Heidelberg Spiking Datasets. IEEE Dataport. http://dx.doi.org/10.21227/51gn-m114
Benjamin Cramer, Yannik Stradmann, Johannes Schemmel, Friedemann Zenke, 2019. Heidelberg Spiking Datasets. Available at: http://dx.doi.org/10.21227/51gn-m114.
Benjamin Cramer, Yannik Stradmann, Johannes Schemmel, Friedemann Zenke. (2019). "Heidelberg Spiking Datasets." Web.
1. Benjamin Cramer, Yannik Stradmann, Johannes Schemmel, Friedemann Zenke. Heidelberg Spiking Datasets [Internet]. IEEE Dataport; 2019. Available from : http://dx.doi.org/10.21227/51gn-m114
Benjamin Cramer, Yannik Stradmann, Johannes Schemmel, Friedemann Zenke. "Heidelberg Spiking Datasets." doi: 10.21227/51gn-m114