Warning
The spikevision module has been deprecated. To load neuromorphic datasets, we recommend using the Tonic project. For examples on how to use snnTorch together with Tonic, please refer to Tutorial 7 in the snnTorch Tutorial Series.
The spikevision module consists of neuromorphic datasets and common image transformations. It is the neuromorphic analog to torchvision.
spikevision contains the following neuromorphic datasets:
| Dataset | Description | Author URL |
|---|---|---|
| NMNIST | A spiking version of the original frame-based MNIST dataset. |
G. Orchard |
| DVSGesture | 11 hand gestures recorded from 29 subjects under 3 illumination conditions using a DVS128. |
IBM Research |
| SHD | Spikes in 700 input channels were generated using an artificial cochlea model listening to studio recordings of spoken digits from 0 to 9 in both German and English languages. |
Zenke Lab |
Module Reference:
snntorch.spikevision.spikedata