High-Speed Neuromorphic Reservoir Computing Based on a Semiconductor Nanolaser With Optical Feedback Under Electrical Modulation

作者: Xing Xing Guo , Shui Ying Xiang , Ya Hui Zhang , Lin Lin , Ai Jun Wen

DOI: 10.1109/JSTQE.2020.2987077

关键词:

摘要: … Xing Xing Guo, Ya Hui Zhang, Lin Lin, and Ai Jun Wen are with the State Key Laboratory of Integrated Service Networks, Xidian University, Xi’an 710071, China (e-mail: xidiangxx@126.…

参考文章(41)
Daniel Brunner, Miguel C. Soriano, Claudio R. Mirasso, Ingo Fischer, Parallel photonic information processing at gigabyte per second data rates using transient states Nature Communications. ,vol. 4, pp. 1364- 1364 ,(2013) , 10.1038/NCOMMS2368
L. Appeltant, M.C. Soriano, G. Van der Sande, J. Danckaert, S. Massar, J. Dambre, B. Schrauwen, C.R. Mirasso, I. Fischer, Information processing using a single dynamical node as complex system Nature Communications. ,vol. 2, pp. 468- 468 ,(2011) , 10.1038/NCOMMS1476
Zubaida Sattar, K. Shore, Analysis of the Direct Modulation Response of Nanowire Lasers Journal of Lightwave Technology. ,vol. 33, pp. 3028- 3033 ,(2015) , 10.1109/JLT.2015.2421504
L. Larger, M. C. Soriano, D. Brunner, L. Appeltant, J. M. Gutierrez, L. Pesquera, C. R. Mirasso, I. Fischer, Photonic information processing beyond Turing: an optoelectronic implementation of reservoir computing. Optics Express. ,vol. 20, pp. 3241- 3249 ,(2012) , 10.1364/OE.20.003241
T. Suhr, N. Gregersen, K. Yvind, J. Mørk, Modulation response of nanoLEDs and nanolasers exploiting Purcell enhanced spontaneous emission. Optics Express. ,vol. 18, pp. 11230- 11241 ,(2010) , 10.1364/OE.18.011230
Kristof Vandoorne, Pauline Mechet, Thomas Van Vaerenbergh, Martin Fiers, Geert Morthier, David Verstraeten, Benjamin Schrauwen, Joni Dambre, Peter Bienstman, Experimental demonstration of reservoir computing on a silicon photonics chip Nature Communications. ,vol. 5, pp. 3541- ,(2014) , 10.1038/NCOMMS4541
D. Verstraeten, B. Schrauwen, M. D’Haene, D. Stroobandt, 2007 Special Issue: An experimental unification of reservoir computing methods Neural Networks. ,vol. 20, pp. 391- 403 ,(2007) , 10.1016/J.NEUNET.2007.04.003
Romain Modeste Nguimdo, Guy Verschaffelt, Jan Danckaert, Guy Van der Sande, Fast photonic information processing using semiconductor lasers with delayed optical feedback: Role of phase dynamics Optics Express. ,vol. 22, pp. 8672- 8686 ,(2014) , 10.1364/OE.22.008672
Zubaida Abdul Sattar, K. Alan Shore, External Optical Feedback Effects in Semiconductor Nanolasers IEEE Journal of Selected Topics in Quantum Electronics. ,vol. 21, pp. 500- 505 ,(2015) , 10.1109/JSTQE.2015.2409984
R. Lang, K. Kobayashi, External optical feedback effects on semiconductor injection laser properties IEEE Journal of Quantum Electronics. ,vol. 16, pp. 347- 355 ,(1980) , 10.1109/JQE.1980.1070479