Performance optimization research of reservoir computing system based on an optical feedback semiconductor laser under electrical information injection

Observing spatio-temporal dynamics of excitable media using reservoir computing

(2018) Roland S. Zimmermann et al.   CHAOS

Prediction performance of reservoir computing system based on a semiconductor laser subject to double optical feedback and optical injection

(2018) YuShuang Hou et al.   OPTICS EXPRESS

Impact of input mask signals on delay-based photonic reservoir computing with semiconductor lasers

(2018) Yoma Kuriki et al.   OPTICS EXPRESS

Enhanced performance of a reservoir computer using polarization dynamics in VCSELs

(2018) Jeremy Vatin et al.   OPTICS LETTERS

Tutorial: Photonic neural networks in delay systems

(2018) D. Brunner et al.   JOURNAL OF APPLIED PHYSICS

Prediction and classification performance of reservoir computing system using mutually delay-coupled semiconductor lasers

(2018) Yu-Shuang Hou et al.   OPTICS COMMUNICATIONS

Conditions for reservoir computing performance using semiconductor lasers with delayed optical feedback

(2017) Julián Bueno et al.   OPTICS EXPRESS

Advances in photonic reservoir computing

(2017) Guy Van der Sande et al.   Nanophotonics

Laser dynamical reservoir computing with consistency: an approach of a chaos mask signal

(2016) Joma Nakayama et al.   OPTICS EXPRESS

Fully analogue photonic reservoir computer

(2016) François Duport et al.   Scientific Reports

Simultaneous Computation of Two Independent Tasks Using Reservoir Computing Based on a Single Photonic Nonlinear Node With Optical Feedback

(2015) Romain Modeste Nguimdo et al.   IEEE Transactions on Neural Networks and Learning Systems

High-performance photonic reservoir computer based on a coherently driven passive cavity

(2015) Quentin Vinckier et al.   Optica

Integrated photonic reservoir computing based on hierarchical time-multiplexing structure

(2014) Hong Zhang et al.   OPTICS EXPRESS

Fast photonic information processing using semiconductor lasers with delayed optical feedback: Role of phase dynamics

(2014) Romain Modeste Nguimdo et al.   OPTICS EXPRESS

Constructing optimized binary masks for reservoir computing with delay systems

(2014) Lennert Appeltant et al.   Scientific Reports

Information Processing Using Transient Dynamics of Semiconductor Lasers Subject to Delayed Feedback

(2013) K. Hicke et al.   IEEE JOURNAL OF SELECTED TOPICS IN QUANTUM ELECTRONICS

Parallel photonic information processing at gigabyte per second data rates using transient states

(2013) Daniel Brunner et al.   Nature Communications

All-optical reservoir computing

(2012) François Duport et al.   OPTICS EXPRESS

Photonic information processing beyond Turing: an optoelectronic implementation of reservoir computing

(2012) L. Larger et al.   OPTICS EXPRESS

Optoelectronic Reservoir Computing

(2012) Y. Paquot et al.   Scientific Reports

Information processing using a single dynamical node as complex system

(2011) L. Appeltant et al.   Nature Communications