Parallel photonic information processing at gigabyte per second data rates using transient states
Institute for Cross-Disciplinary Physics and Complex Systems · Universitat de les Illes Balears · +1 more institution
Abstract
The increasing demands on information processing require novel computational concepts and true parallelism. Nevertheless, hardware realizations of unconventional computing approaches never exceeded a marginal existence. While the application of optics in super-computing receives reawakened interest, new concepts, partly neuro-inspired, are being considered and developed. Here we experimentally demonstrate the potential of a simple photonic architecture to process information at unprecedented data rates, implementing a learning-based approach. A semiconductor laser subject to delayed self-feedback and optical data injection is employed to solve computationally hard tasks. We demonstrate simultaneous spoken…
Citation impact
- FWCI
- 50.40
- Percentile
- 100%
- References
- 28
Authors
4- DBDaniel BrunnerCorresponding
Institute for Cross-Disciplinary Physics and Complex Systems, Universitat de les Illes Balears
- MCMiguel C. Soriano
Institute for Cross-Disciplinary Physics and Complex Systems, Consejo Superior de Investigaciones Científicas, Universitat de les Illes Balears
- CRCláudio R. Mirasso
Universitat de les Illes Balears, Consejo Superior de Investigaciones Científicas, Institute for Cross-Disciplinary Physics and Complex Systems
- IFIngo Fischer
Consejo Superior de Investigaciones Científicas, Institute for Cross-Disciplinary Physics and Complex Systems, Universitat de les Illes Balears
Topics & keywords
- Computer science
- Chaotic
- Photonics
- Reservoir computing
- Information processing
- Process (computing)
- Transient (computer programming)
- Massively parallel
- Quality Education