High speed polarization modulation of oxide confined asymmetric VCSELs in multimode regime

Author(s):  
Ajit V. Barve ◽  
Yan Zheng ◽  
Leif Johansson ◽  
Alok Mehta ◽  
Anis Husain ◽  
...  
2021 ◽  
Vol 11 (9) ◽  
pp. 4232
Author(s):  
Krishan Harkhoe ◽  
Guy Verschaffelt ◽  
Guy Van der Sande

Delay-based reservoir computing (RC), a neuromorphic computing technique, has gathered lots of interest, as it promises compact and high-speed RC implementations. To further boost the computing speeds, we introduce and study an RC setup based on spin-VCSELs, thereby exploiting the high polarization modulation speed inherent to these lasers. Based on numerical simulations, we benchmarked this setup against state-of-the-art delay-based RC systems and its parameter space was analyzed for optimal performance. The high modulation speed enabled us to have more virtual nodes in a shorter time interval. However, we found that at these short time scales, the delay time and feedback rate heavily influence the nonlinear dynamics. Therefore, and contrary to other laser-based RC systems, the delay time has to be optimized in order to obtain good RC performances. We achieved state-of-the-art performances on a benchmark timeseries prediction task. This spin-VCSEL-based RC system shows a ten-fold improvement in processing speed, which can further be enhanced in a straightforward way by increasing the birefringence of the VCSEL chip.


2017 ◽  
Author(s):  
C. J. Firby ◽  
P. Chang ◽  
A. S. Helmy ◽  
A. Y. Elezzabi

2018 ◽  
Vol 113 (17) ◽  
pp. 171102 ◽  
Author(s):  
Nobuhide Yokota ◽  
Kunpei Nisaka ◽  
Hiroshi Yasaka ◽  
Kazuhiro Ikeda

2019 ◽  
Vol 44 (21) ◽  
pp. 5262 ◽  
Author(s):  
Yang Li ◽  
Yu-Huai Li ◽  
Hong-Bo Xie ◽  
Zheng-Ping Li ◽  
Xiao Jiang ◽  
...  

2020 ◽  
Author(s):  
Yoichiro Hanaoka ◽  
Yukio Katsukawa ◽  
Satoshi Morita ◽  
Yukiko Kamata ◽  
Noriyoshi Ishizuka

Abstract Polarimetry is a crucial method to investigate solar magnetic elds. From the viewpoint of space weather, the magnetic eld in solar laments, which occasionally erupt and develop into interplanetary ux ropes, is of particular interest. To measure the magnetic eld in laments, high-performance polarimetry in the near-infrared wavelengths employing a high-speed, large-format detector is required; however, so far, this has been difficult to be realized. Thus, the development of a new infrared camera for advanced solar polarimetry has been started, employing a HAWAII-2RG (H2RG) array by Teledyne, which has 2048 2048 pixels, focusing on the wavelengths in the range of 1.0{1.6 m. We solved the problem of the difficult operation of the H2RGs under \fast readout mode" synchronizing with high-speed polarization modulation by introducing a \MACIE" (Markury ASIC Control and Interface Electronics) interface card and new assembly codes provided by Markury Scientic. This enables polarization measurements with high frame-rates, such as 29{117 frames per seconds, using a H2RG. We conducted experimental observations of the Sun and conrmed the high polarimetric performance of the camera.


2019 ◽  
Author(s):  
Nobuhide Yokota ◽  
Kunpei Nisaka ◽  
Kazuhiro Ikeda ◽  
Hiroshi Yasaka

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