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Ultrashort Pulse retrieval using FROG trace irradiance moments and the adaptive neural networks backpropagation algorithm

机译：使用FROG跟踪辐照度矩的超短脉冲检索和自适应神经网络反向传播算法

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摘要

We use the irradiance moments of traces obtained in Frequency Resolved Optical Gating and the Feed-forward Backpropagation Algorithm of Adaptive Neural Networks for recovering the phase and the intensity of ultrashort laser pulses.

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作者
Ladera, C. L. ; DeLong, K. W. ; Trebino, R. ; Fittinghoff, D. N.;
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年度 1995
页码 1-5
总页数 5
原文格式 PDF
正文语种 eng
中图分类工业技术;
关键词
Beam Profiles; Laser radiation; Algorithms; Correlation Functions; Neural Networks; Nonlinear Problems;

机译：光束轮廓;激光辐射;算法;相关函数;神经网络;非线性问题;

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1. Rapid phase retrieve of ultrashort pulses from dispersion scan traces using deep neural networks [J] . Kleinert Sven, Tajalli Ayhan, Nagy Tamas, Optics Letters . 2019,第4期

机译：使用深神经网络从色散扫描迹线中快速相位检索超短脉冲
2. Genetic Algorithm Based Backpropagation Neural Network Performs better than Backpropagation Neural Network in Stock Rates Prediction [J] . Asif Ullah Khan, T. K. Bandopadhyaya, Sudhir Sharma International journal of computer science and network security . 2008,第7期

机译：基于遗传算法的反向传播神经网络在股票价格预测中的表现优于反向传播神经网络
3. Neighborhood based modified backpropagation algorithm using adaptive learning parameters for training feedforward neural networks [J] . T. Kathirvalavakumar, S. Jeyaseeli Subavathi Neurocomputing . 2009,第16a18期

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4. Amplified ultrashort laser pulse shaping with feedback control referring PG-FROG traces [C] . Tanabe, T., Sato, . 2001

机译：具有参考PG-FROG迹线的反馈控制的放大超短激光脉冲整形
5. Next generation ultrashort-pulse retrieval algorithm for frequency-resolved optical gating: The inclusion of random (noise) and nonrandom (spatio-temporal pulse distortions) error. [D] . Wang, Ziyang. 2005

机译：用于频率分辨光学选通的下一代超短脉冲检索算法：包含随机（噪声）和非随机（时空脉冲失真）误差。
6. Optimization of Optical Machine Structure by Backpropagation Neural Network Based on Particle Swarm Optimization and Bayesian Regularization Algorithms [O] . Xinyong Zhang, Liwei Sun 2021

机译：基于粒子群优化和贝叶斯正则化算法的反向化神经网络优化光学机械结构
7. Spatiotemporal amplitude and phase retrieval of space-time coupled ultrashort pulses using the Shackled-FROG technique [O] . Rubino, Eleonora, Faccio, Daniele, Tartara, Luca, 2009

机译：时空耦合的超短脉冲时空幅度和相位检索，采用了束缚-FROG技术

Ultrashort Pulse retrieval using FROG trace irradiance moments and the adaptive neural networks backpropagation algorithm

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