All-Optical Neuromorphic Computing in Optical Networks of Semiconductor Lasers
| Affiliation auteurs | Affiliation ok |
| Titre | All-Optical Neuromorphic Computing in Optical Networks of Semiconductor Lasers |
| Type de publication | Conference Paper |
| Year of Publication | 2016 |
| Auteurs | Brunner D, Reitzenstein S, Fischer I |
| Conference Name | 2016 IEEE INTERNATIONAL CONFERENCE ON REBOOTING COMPUTING (ICRC) |
| Publisher | IEEE; IEEE Comp Soc; IEEE Rebooting Comp; IEEE Council Superconduct; Hewlett Packard Enterprise; IARPA; IBM |
| Conference Location | 345 E 47TH ST, NEW YORK, NY 10017 USA |
| ISBN Number | 978-1-5090-1370-8 |
| Résumé | Networks of interconnected nodes are at the heart of every neural network concept. While neural networks have been implemented in various hardware systems, the efficient realization of such networks still represents a major challenge. We demonstrate the implementation of an all-optical network scheme based on holographic coupling and induce complex spatio-temporal transients with Gigahertz bandwidth. Our scheme illustrates the potential of such all-optical systems for future neural network implementations. |