Abstract
Fast spiking Vertical Cavity Surface Emitting Laser neurons are used to reveal neuromorphic object edge information in digital images. Input integration and thresholding are used in tandem with convolution to create a photonic spiking node with high prospects for convolutional neural networks and computer vision.
| Original language | English |
|---|---|
| Title of host publication | 2020 IEEE Photonics Conference |
| Place of Publication | Piscataway, NJ |
| Number of pages | 2 |
| ISBN (Electronic) | 9781728158914 |
| DOIs | |
| Publication status | Published - 17 Nov 2020 |
| Event | 2020 IEEE Photonics Conference - Virtual, Vancouver, Canada Duration: 28 Sept 2020 → 1 Oct 2020 https://ieee-ipc.org/about/past-conferences/ |
Conference
| Conference | 2020 IEEE Photonics Conference |
|---|---|
| Abbreviated title | IPC 2020 |
| Country/Territory | Canada |
| City | Virtual, Vancouver |
| Period | 28/09/20 → 1/10/20 |
| Internet address |
Keywords
- image edge detection
- kernel
- photonics
- vertical cavity surface emitting lasers
- feature extraction
- neuromorphics
- neurons
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