Photonic Reservoir Computing : : Optical Recurrent Neural Networks / / ed. by Daniel Brunner, Guy Van der Sande, Miguel C. Soriano.

• Superior document: Title is part of eBook package: De Gruyter DG Plus eBook-Package 2019
• MitwirkendeR: Andreoli, Louis,; Antonik, Piotr,; Bienstman, Peter,; Brunner, Daniel,; Bueno, Julian,; Dambre, Joni,; Duport, François,; Freiberger, Matthias,; Katumba, Andrew,; Laporte, Floris,; Larger, Laurent,; Lugnan, Alessio,; Ma, Chonghuai,; Maktoobi, Sheler,; Massar, Serge,; Ortín, Silvia,; Pesquera, Luis,; Porte, Xavier,; Sackesyn, Stijn,; Soriano, Miguel C.,; Van der Sande, Guy,
• HerausgeberIn: Brunner, Daniel,; Soriano, Miguel C.,; Van der Sande, Guy,
• Place / Publishing House: Berlin ;, Boston : : De Gruyter, , [2019]; ©2019
• Year of Publication: 2019
• Language: English
• Physical Description: 1 online resource (XIII, 264 p.)
• Other title: Frontmatter --; Preface --; Contents --; List of Contributing Authors --; 1. Introduction to novel photonic computing --; 2. Information processing and computation with photonic reservoir systems --; 3. Integrated on-chip reservoirs --; 4. Large scale spatiotemporal reservoirs --; 5. Time delay systems for reservoir computing --; 6. Ikeda delay dynamics as Reservoir processors --; 7. Semiconductor lasers as reservoir substrates --; 8. Advanced reservoir computers: analogue autonomous systems and real time control --; Outlook --; Index
• Format: Mode of access: Internet via World Wide Web.
• ISBN: 9783110583496; 9783110719567; 9783110616859; 9783110610765; 9783110664232; 9783110610642; 9783110606461
• DOI: 10.1515/9783110583496
• Access: restricted access
• Hierarchical level: Monograph
• Statement of Responsibility: ed. by Daniel Brunner, Guy Van der Sande, Miguel C. Soriano.

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.