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The Research of Levenberg-Marquardt Algorithm in Curve Fittings on Multiple GPUs
2011IEEE 10th International Conference on Trust, Security and Privacy in Computing and Communications, 2011During the study of biological viruses, a large number of fluorescent particle images are photographed by ultra-microscopes in order to observe the motion and variation of viruses. However, due to diffraction effects, the luminance values of these fluorescent images are distributed in the form of the Point Spread Function.
Lingjie Zhang, Ying Zhao, Kaixi Hou
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Parameter ESTimation With the Gauss–Levenberg–Marquardt Algorithm: An Intuitive Guide
GroundwaterAbstract In this paper, we review the derivation of the Gauss–Levenberg–Marquardt (GLM) algorithm and its extension to ensemble parameter estimation. We explore the use of graphical methods to provide insights into how the algorithm works in practice and discuss the implications of both algorithm tuning parameters and objective ...
Michael N. Fienen +2 more
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Levenberg-Marquardt Learning Algorithm for Quaternion-Valued Neural Networks
2016 18th International Symposium on Symbolic and Numeric Algorithms for Scientific Computing (SYNASC), 2016In this paper, we present the deduction of the Levenberg-Marquardt algorithm for training quaternion-valued feedforward neural networks, using the framework of the HR calculus. Its performances in the real-and complex-valued cases lead to the idea of extending it to the quaternion domain, also.
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On Speeding up the Levenberg-Marquardt Learning Algorithm
2023Jaroslaw Bilski +2 more
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A Graph-Optimized SLAM with Improved Levenberg-Marquardt Algorithm
2023 9th International Conference on Control, Decision and Information Technologies (CoDIT), 2023Kang Zhang +7 more
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A New Computational Approach to the Levenberg-Marquardt Learning Algorithm
2023Jaroslaw Bilski +2 more
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Speech Recognition Using ARMA Model and Levenberg-Marquardt Algorithm
Accepted ...Jafari, Reza, Jafari, Amir H.
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Levenberg--Marquardt Training Algorithms for Random Neural Networks
The Computer Journal, 2009Sebastián Basterrech +3 more
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