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

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[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: Sep. 21, 2020.
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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
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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