Forecasting Events in the Complex Dynamics of a Semiconductor Laser with Optical Feedback

Scientific Reports
Meritxell Colet, Andrés Aragoneses

Abstract

Complex systems performing spiking dynamics are widespread in Nature. They cover from earthquakes, to neurons, variable stars, social networks, or stock markets. Understanding and characterizing their dynamics is relevant in order to detect transitions, or to predict unwanted extreme events. Here we study, under an ordinal patterns analysis, the output intensity of a semiconductor laser with feedback in a regime where it develops a complex spiking behavior. We unveil that, in the transitions towards and from the spiking regime, the complex dynamics presents two competing behaviors that can be distinguished with a thresholding method. Then we use time and intensity correlations to forecast different types of events, and transitions in the dynamics of the system.

References

Mar 1, 1993·Physical Review Letters· Peng C-KA L Goldberger
May 15, 2002·Physical Review Letters·Christoph Bandt, Bernd Pompe
Aug 11, 2005·Physical Review. E, Statistical, Nonlinear, and Soft Matter Physics·Alexander B Neiman, David F Russell
Apr 23, 2011·Computers in Biology and Medicine·U ParlitzN Wessel
Nov 26, 2013·Physical Review Letters·Hugo L D de S CavalcanteDaniel J Gauthier
Apr 16, 2014·Scientific Reports·Andrés AragonesesCristina Masoller
Aug 26, 2014·Scientific Reports·Vasyl PalchykovRaj Kumar Pan
Feb 24, 2015·Physical Review Letters·John F LindnerWilliam L Ditto
Jun 18, 2017·Physical Review. E·Douglas J Little, Deb M Kane
Aug 5, 2017·Physical Review Letters·N S GinzburgV P Tarakanov
Aug 9, 2017·Scientific Reports·Alexander N TaitPaul R Prucnal

❮ Previous
Next ❯

Citations

Aug 28, 2021·Entropy·Miguel C Soriano, Luciano Zunino

❮ Previous
Next ❯

Related Concepts

Trending Feeds

COVID-19

Coronaviruses encompass a large family of viruses that cause the common cold as well as more serious diseases, such as the ongoing outbreak of coronavirus disease 2019 (COVID-19; formally known as 2019-nCoV). Coronaviruses can spread from animals to humans; symptoms include fever, cough, shortness of breath, and breathing difficulties; in more severe cases, infection can lead to death. This feed covers recent research on COVID-19.

Blastomycosis

Blastomycosis fungal infections spread through inhaling Blastomyces dermatitidis spores. Discover the latest research on blastomycosis fungal infections here.

Nuclear Pore Complex in ALS/FTD

Alterations in nucleocytoplasmic transport, controlled by the nuclear pore complex, may be involved in the pathomechanism underlying multiple neurodegenerative diseases including Amyotrophic Lateral Sclerosis and Frontotemporal Dementia. Here is the latest research on the nuclear pore complex in ALS and FTD.

Applications of Molecular Barcoding

The concept of molecular barcoding is that each original DNA or RNA molecule is attached to a unique sequence barcode. Sequence reads having different barcodes represent different original molecules, while sequence reads having the same barcode are results of PCR duplication from one original molecule. Discover the latest research on molecular barcoding here.

Chronic Fatigue Syndrome

Chronic fatigue syndrome is a disease characterized by unexplained disabling fatigue; the pathology of which is incompletely understood. Discover the latest research on chronic fatigue syndrome here.

Evolution of Pluripotency

Pluripotency refers to the ability of a cell to develop into three primary germ cell layers of the embryo. This feed focuses on the mechanisms that underlie the evolution of pluripotency. Here is the latest research.

Position Effect Variegation

Position Effect Variagation occurs when a gene is inactivated due to its positioning near heterochromatic regions within a chromosome. Discover the latest research on Position Effect Variagation here.

STING Receptor Agonists

Stimulator of IFN genes (STING) are a group of transmembrane proteins that are involved in the induction of type I interferon that is important in the innate immune response. The stimulation of STING has been an active area of research in the treatment of cancer and infectious diseases. Here is the latest research on STING receptor agonists.

Microbicide

Microbicides are products that can be applied to vaginal or rectal mucosal surfaces with the goal of preventing, or at least significantly reducing, the transmission of sexually transmitted infections. Here is the latest research on microbicides.