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Título

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

AutorHicke, Konstantin ; Escalona-Morán, M. ; Brunner, Daniel ; Soriano, Miguel C.
Palabras claveSemiconductor lasers
Optical feedback
Machine learning
Delay systems
Information processing
Fecha de publicación2013
EditorInstitute of Electrical and Electronics Engineers
CitaciónIIEEE Journal of Selected Topics in Quantum Electronics 19(4): 1501610 (2013)
ResumenThe increasing amount of data being generated in different areas of science and technology require novel and efficient techniques of processing, going beyond traditional concepts. In this paper, we numerically study the information processing capabilities of semiconductor lasers subject to delayed optical feedback. Based on the recent concept of reservoir computing, we show that certain tasks, which are inherently hard for traditional computers, can be efficiently tackled by such systems. Major advantages of this approach comprise the possibility of simple and low-cost hardware implementation of the reservoir and ultrafast processing speed. Experimental results corroborate the numerical predictions. © 1995-2012 IEEE.
Versión del editorhttp://dx.doi.org/10.1109/JSTQE.2013.2241738
URIhttp://hdl.handle.net/10261/116597
DOI10.1109/JSTQE.2013.2241738
Identificadoresdoi: 10.1109/JSTQE.2013.2241738
issn: 1077-260X
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