The heidelberg spiking data sets for the systematic evaluation of spiking neural networks

HIGHLIGHTS

• who: Benjamin Cramer et al. from the speech commands (SC) data set by the TensorFlow and AIY teams [43]In the following, we describe the data sets (Section II-A), the audio-to-spike conversion (Section II-B), and the data format used for publication (Section II-C). We close with a depiction of the SNN model (Section II-D). The nonspiking classifiers are outlined in Section B. All reported error measures in this work correspond to the standard deviation of ten experiments. A. Audio Data Sets In the following, we consider the HD (Section II-A1 . . .
  

   

  

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