Photonic Reservoir Computing
Download or Read eBook Photonic Reservoir Computing PDF written by Daniel Brunner and published by Walter de Gruyter GmbH & Co KG. This book was released on 2019-07-08 with total page 276 pages. Available in PDF, EPUB and Kindle.
| Author | : Daniel Brunner |
| Publisher | : Walter de Gruyter GmbH & Co KG |
| Total Pages | : 276 |
| Release | : 2019-07-08 |
| ISBN-10 | : 9783110583496 |
| ISBN-13 | : 3110583496 |
| Rating | : 4/5 (96 Downloads) |
Book Synopsis Photonic Reservoir Computing by : Daniel Brunner
Book excerpt: Photonics has long been considered an attractive substrate for next generation implementations of machine-learning concepts. Reservoir Computing tremendously facilitated the realization of recurrent neural networks in analogue hardware. This concept exploits the properties of complex nonlinear dynamical systems, giving rise to photonic reservoirs implemented by semiconductor lasers, telecommunication modulators and integrated photonic chips.
