Acta Photonica Sinica, Volume. 52, Issue 9, 0923003(2023)
Design Photonic Crystal All-optical Logic Gates Using Machine Learning
[1] Jingyu MAO, Li ZHOU, Xiaojian ZHU et al. Photonic memristor for future computing: a perspective. Advanced Optical Materials, 7, 1900766(2019).
[2] A BOGONI, Xiaoxia WU, I FAZAL et al. 160 Gb/s time-domain channel extraction/insertion and all-optical logic operations exploiting a single PPLN waveguide. Journal of Lightwave Technology, 27, 4221-4227(2009).
[3] Wenbo LI, Shaozhen MA, Hongyu HU et al. All optical latches using quantum-dot semiconductor optical amplifier. Optics Communications, 285, 5138-5143(2012).
[4] F RAMOUS, E KEHAYAS, J M MARTINEZ et al. IST-LASAGNE: towards all-optical label swapping employing optical logic gates and optical flip-flops. Journal of Lightwave Technology, 23, 2993(2005).
[5] G K BHARTI, J K RAKSHIT. Design of all-optical logical mode-switching using micro-ring resonator. Optical Engineering, 60, 035103(2021).
[6] LOVKESH, V SHARMA, S SINGH. The design of a reconfigurable all-optical logic device based on cross-phase modulation in a highly nonlinear fiber. Journal of Computational Electronics, 20, 397-408(2021).
[7] Shuqin LOU, Li WANG, Wenliang LU. Implement of all optical ultrahigh speed XOR logic gate based on semiconductor optical amplifier. Infrared and Laser Engineering, 41, 3291-3297(2012).
[8] K GOUDARZI, A MIR, I CHAHARMAHALI et al. All-optical XOR and OR logic gates based on line and point defects in 2-D photonic crystal. Optics & Laser Technology, 78, 139-142(2016).
[9] Bin LIU, Huiping TIAN, Changhong LI et al. All-optical logic gates based on one-dimensional photonic crystals. Acta Photonica Sinica, 38, 50-53(2009).
[10] N M D'SOUZA, V MATHEW. Interference based square lattice photonic crystal logic gates working with different wavelengths. Optics & Laser Technology, 80, 214-219(2016).
[11] Zhen LIU, Rong WU, Qingbo YAN et al. Design and simulation of two-dimensional photonics crystal all-optical logic gates. Laser & Optoelectronics Progress, 56, 182301(2019).
[12] E VEISI, M SEIFOURI, S OLYAEE. Design and numerical analysis of multifunctional photonic crystal logic gates. Optics & Laser Technology, 151, 108068(2022).
[13] H SHARIFI, S M HAMIDI, K NAVI. All-optical photonic crystal logic gates using nonlinear directional coupler. Photonics and Nanostructures-fundamentals and Applications, 27, 55-63(2017).
[14] M H SANI, A A TABRIZI, H SAGHAEI et al. An ultrafast all-optical half adder using nonlinear ring resonators in photonic crystal microstructure. Optical and Quantum Electronics, 52, 107(2020).
[15] Minghao CHAO, Bo CHENG, Qingsong LIU et al. Novel optical XOR/OR logic gates based on topologically protected valley photonic crystals edges. Journal of Optics, 23, 115002(2021).
[16] A THEOCHARIDIS, T KAMALAKIS, A CHIPOURAS et al. Linear and nonlinear optical pulse propagation in photonic crystal waveguides near the band edge. IEEE Journal of Quantum Electronics, 44, 1020-1027(2008).
[17] V JANDIERI, R KHOMERIKI, D ERNI. Realization of true all-optical AND logic gate based on nonlinear coupled air-hole type photonic crystal waveguides. Optics Express, 26, 19845-19853(2018).
[18] Zhiyuan LI, Lin GAN. Two-dimensional silicon photonic crystal slab devices. Acta Optica Sinica, 31, 174-188(2011).
[19] S SO, T BADLOE, J NOH et al. Deep learning enabled inverse design in nanophotonics. Nanophotonics, 9, 1041-1057(2020).
[20] Wei MA, Zhaocheng LIU, Z A KUDYSHEV et al. Deep learning for the design of photonic structures. Nature Photonics, 15, 77-90(2021).
[21] G H AHN, K Y YANG, R TRIVEDI et al. Photonic inverse design of on-chip microresonators. ACS Photonics, 9, 1875-1881(2022).
[22] T ASANO, S NODA. Optimization of photonic crystal nanocavities based on deep learning. Optics Express, 26, 32704-32717(2018).
[23] Tian ZHANG, Jia WANG, Qi LIU et al. Efficient spectrum prediction and inverse design for plasmonic waveguide systems based on artificial neural networks. Photonics Research, 7, 368-380(2019).
[24] K KOJIMA, M H TAHERSIMA, A T KOIKE et al. Deep neural networks for inverse design of nanophotonic devices. Journal of Lightwave Technology, 39, 1010-1019(2021).
[25] Kang SU, Ziming WANG, Jianjun LIU. Three waveguides directional coupler based on two dimensional square lattice photonic crystal. Acta Optica Sinica, 36, 210-215(2016).
[26] Y A VLASOV, M O'BOYLE, H F HAMANN et al. Active control of slow light on a chip with photonic crystal waveguides. Nature, 438, 65-69(2005).
[27] C MONAT, B CORCORAN, D PUDO et al. Slow light enhanced nonlinear optics in silicon photonic crystal waveguides. IEEE Journal of Selected Topics in Quantum Electronics, 16, 344-356(2010).
[28] J VAKHTANG, K RAMAZ, B JAMAL et al. Theory of soliton propagation in nonlinear photonic crystal waveguides. Optics Express, 27, 29558-29566(2019).
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Jianwei CHEN, Ran HAO, Chunlian ZHAN, Shangzhong JIN, Pengju ZHANG, Xingang ZHUANG, Feng FEI. Design Photonic Crystal All-optical Logic Gates Using Machine Learning[J]. Acta Photonica Sinica, 2023, 52(9): 0923003
Category: Optical Device
Received: Apr. 4, 2023
Accepted: Apr. 28, 2023
Published Online: Oct. 24, 2023
The Author Email: HAO Ran (ran.hao@cjlu.edu.cn)