Image recognition based on optical reservoir computing
Allbwn ymchwil: Cyfraniad at gyfnodolyn › Erthygl › adolygiad gan gymheiriaid
Fersiynau electronig
Dangosydd eitem ddigidol (DOI)
We propose an image recognition approach using a single physical node based optical reservoir computing. Specifically, an optically injected semiconductor laser with self-delayed feedback is used as the reservoir. We perform a handwritten-digit recognition task by greatly increasing the number of virtual nodes in delayed feedback using outputs from multiple delay times. Final simulation results confirm that the recognition accuracy can reach 99\ this scheme may provide a resource-efficient alternative approach to image recognition.
| Iaith wreiddiol | Saesneg |
|---|---|
| Rhif yr erthygl | 123106 |
| Cyfnodolyn | Chaos: An Interdisciplinary Journal of Nonlinear Science |
| Cyfrol | 32 |
| Rhif y cyfnodolyn | 12 |
| Dyddiad ar-lein cynnar | 1 Rhag 2022 |
| Dynodwyr Gwrthrych Digidol (DOIs) | |
| Statws | Cyhoeddwyd - Rhag 2022 |