Key Technologies in Fiber-optic Networks and Its Development Trend by OUYANG Xing, CHEN Gaohua

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THE MAIN TENDENCIES OF OPTIMIZATION OF THE PASSIVE FIBER-OPTICAL NETWORKS PON by V. I. Kirillov, K. A. Kauryha

“…The stepwise analysis of the main tendencies of optimization of the passive fiber-optical networks PON is carried out; the simplified method of modeling of a star-shaped area of the PON network is offered.…”
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Multifeature Alignment and Matching Network for SAR and Optical Image Registration by Xin Hu, Yan Wu, Zhikang Li, Zhifei Yang, Ming Li

“…In this article, we propose a registration network for multifeature alignment and matching (MFAM-RegNet) between SAR and optical images, which includes a multifeature alignment module (MFAM) and a multifeature matching module (MFMM). …”
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A fiber-optic traffic monitoring network trained with video inputs by Khen Cohen, Liav Hen, Ariel Lellouch

“…Our approach highlights the potential of combining fiber-optic sensors and cameras, focusing on practicality and scalability, protecting privacy, and minimizing infrastructure costs. …”
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Principles and metrics of extreme learning machines using a highly nonlinear fiber by Hary Mathilde, Brunner Daniel, Leybov Lev, Ryczkowski Piotr, Dudley John M., Genty Goëry

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Optical classification of images at different wavelengths using spectral diffractive neural networks by G.A. Motz, D.V. Soshikov, L.L. Doskolovich, E.V. Byzo, E.A. Bezus, D.A. Bykov

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OpticalTrust: A Sensor-to-Blockchain Framework Using Free-Space Optical Communication by Parveen Bajaj, Aman Kataria, Vikram Puri, Sachin Gupta, Hong Min

Subjects: “…sensor network…”
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All-optical convolutional neural network based on phase change materials in silicon photonics platform by Samaneh Amiri, Mehdi Miri

“…Abstract This paper presents a design for an integrated all-optical convolution neural network in which all three network layers i.e. convolution, max-pooling and fully connected can be implemented in silicon photonics platform with the use of GST-based active waveguides. …”
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Nonlinear inference capacity of fiber-optical extreme learning machines by Saeed Sobhi, Müftüoğlu Mehmet, Cheeran Glitta R., Bocklitz Thomas, Fischer Bennet, Chemnitz Mario

Subjects: “…optical neural networks…”
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GCOANet: A gradient consistency constraints semi-supervised network for optical image-assisted SAR despeckling by Yang Yang, Jun Pan, Jiangong Xu, Zhongli Fan, Zeming Geng, Junli Li

“…Based on the above study, this paper presents a Gradient Consistency constraints semi-supervised network for Optical image-Assisted SAR despeckling (GCOANet). …”
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Antarctic iceberg freeboard retrieval via deep learning from optical satellite imagery by Zitong Zhou, Outong Li, Songtao Ai, Xinde Chu, Shoukat Ali Shah

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Deep Neural Network-Based Detection of Modulated Jamming in Free-Space Optical Systems: Theory and Performance Under Atmospheric Fading by Manav R. Bhatnagar

“…We propose a deep neural network (DNN)-based binary classifier designed to discriminate between clean and jammed received frames. …”
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Advancing Optical Character Recognition for Low-Resource Scripts: A Siamese Meta-Learning Approach With PSN Framework by Anirudha Ghosh, Debaditya Barman, Abu Sufian, Ibrahim A. Hameed

“…With the increasing demand for digitization, Optical Character Recognition (OCR) systems play a vital role in digitizing physical manuscripts. …”
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PZT optical memristors by Chenlei Li, Hongyan Yu, Tao Shu, Yueyang Zhang, Chengfeng Wen, Hengzhen Cao, Jin Xie, Hanwen Li, Zixu Xu, Gong Zhang, Zejie Yu, Huan Li, Liu Liu, Yaocheng Shi, Feng Qiu, Daoxin Dai

“…Our wafer-scale manufacturing process shows great potential for mass production. The present PZT optical memristors bridge the gap between high-speed photonics and non-volatile memory, offering transformative potential for high-speed and energy-efficient optical interconnects, quantum computing, neural networks, in-memory computing, and brain-like architecture.…”
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Electrically controlled optical spectral filters for DWDM communication networks based on multiplexed three-layer holographic photopolymer-liquid crystal diffraction structures by V.О. Dolgirev, D.S. Rastrygin, S.N. Sharangovich

“…The results obtained demonstrate the possibility of using multilayer holographic diffraction structures as the main element for electrically controlled optical spectral filters for dense wavelength division multiplexing communication networks.…”
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A condition diagnosis method for subway track structures employing distributed optical fiber sensing by Hong Han, Xiaopei Cai, Liang Gao

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Can YOLO Detect Retinal Pathologies? A Step Towards Automated OCT Analysis by Adriana-Ioana Ardelean, Eugen-Richard Ardelean, Anca Marginean

Subjects: “…optical coherence tomography…”
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Simultaneous access to different types of volume changes and the degree of cure during isothermal polymerization of polymer networks by Andreas Klingler, Maurice Gilberg, Bernd Wetzel, Jan-Kristian Krüger

“…The current paper addresses the network-formation process of an epoxy polymer focussing on transition phenomena like the percolation threshold and the chemically induced glass transition. …”
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Optical next generation reservoir computing by Hao Wang, Jianqi Hu, YoonSeok Baek, Kohei Tsuchiyama, Malo Joly, Qiang Liu, Sylvain Gigan

“…Abstract Artificial neural networks with internal dynamics exhibit remarkable capability in processing information. …”
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Automatic Detection and Classification of Natural Weld Defects Using Alternating Magneto-Optical Imaging and ResNet50 by Yanfeng Li, Pengyu Gao, Yongbiao Luo, Xianghan Luo, Chunmei Xu, Jiecheng Chen, Yanxi Zhang, Genxiang Lin, Wei Xu

Subjects: “…magneto-optical imaging…”
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