Search Results - Complex―valued algorithm

Space-time domain equalization algorithm based on complex-valued neural network in a long-haul photonic-aided MIMO THz system by Xu, Sicong, Zhou, Wen, Li, Weiping, Gou, Yumeng, Sang, Bohan, Uddin, Rahim, Zeng, Lingchuan

“… We proposed a novel, to the best of our knowledge, space-time domain equalization algorithm based on MIMO-complex-valued neural networks (CVNN…”
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Is a Complex-Valued Stepsize Advantageous in Complex-Valued Gradient Learning Algorithms? by Huisheng Zhang, Mandic, Danilo P.

“…Complex gradient methods have been widely used in learning theory, and typically aim to optimize real-valued functions of complex variables. The stepsize of…”
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Singular Signal Measurement Based on Bidirectional Recursive Complex-Valued Wavelet Algorithm by Lv, Weiping, Xie, Jinshan, Huang, Jing

“…The normal operation fault of the power system is usually caused by a short-circuit fault. At this time, the system changes drastically from one state to…”
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Two Fast Complex-Valued Algorithms for Solving Complex Quadratic Programming Problems by Zhang, Songchuan, Xia, Youshen

“…In this paper, we propose two fast complex-valued optimization algorithms for solving complex quadratic programming problems: 1…”
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A hybrid complex spectral conjugate gradient learning algorithm for complex-valued data processing by Zhang, Ke, Zhang, Huisheng, Wang, Xue

“…Complex-valued neural networks (CVNNs) have become a powerful modelling tool for complex-valued data processing…”
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Convergence of Batch Split-Complex Backpropagation Algorithm for Complex-Valued Neural Networks by Zhang, Huisheng, Zhang, Chao, Wu, Wei

“…The batch split-complex backpropagation (BSCBP) algorithm for training complex-valued neural networks is considered…”
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A Complex-valued Encoding Bat Algorithm for Solving 0–1 Knapsack Problem by Zhou, Yongquan, Li, Liangliang, Ma, Mingzhi

“…This paper proposes a novel complex-valued encoding bat algorithm (CPBA) for solving 0–1 knapsack problem. The complex-valued encoding method which can be…”
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Convergence of an Online Split-Complex Gradient Algorithm for Complex-Valued Neural Networks by Zhang, Huisheng, Xu, Dongpo, Wang, Zhiping

“…The online gradient method has been widely used in training neural networks. We consider in this paper an online split-complex gradient algorithm for complex-valued neural networks…”
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Deterministic convergence of complex mini-batch gradient learning algorithm for fully complex-valued neural networks by Zhang, Huisheng, Zhang, Ying, Zhu, Shuai, Xu, Dongpo

“…This paper investigates the fully complex mini-batch gradient algorithm for training complex-valued neural networks…”
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Adaptive CL-BFGS Algorithms for Complex-Valued Neural Networks by Zhang, Yongliang, Huang, He, Shen, Gangxiang

“…Complex-valued limited-memory BFGS (CL-BFGS) algorithm is efficient for the training of complex-valued neural networks (CVNNs…”
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Performance Analysis of Shrinkage Linear Complex-Valued LMS Algorithm by Shi, Long, Zhao, Haiquan, Zakharov, Yuriy

“…The shrinkage linear complex-valued least mean squares (SL-CLMS) algorithm with a variable step size overcomes the conflicting issue between fast convergence and low steady-state misalignment…”
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Online censoring complex-valued NSAF algorithms: Design, analysis, and applications by Liu, Dongxu, Zhao, Haiquan, Zhou, Yang, Lv, Shaohui

“… Recently, several effective augmented complex-valued normalized subband adaptive filtering (NSAF…”
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Bias-compensated augmented complex-valued NSAF algorithm and its low-complexity implementation by Wen, Pengwei, Wang, Bolin, Zhang, Sheng, Qu, Boyang, Song, Xiaowei, Sun, Jun, Mu, Xiaomin

“… To handle colored noisy input and output measurements in the complex domain, this paper proposes an augmented complex-valued estimation-input NSAF (ACEI-NSAF…”
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Variable step-size widely linear complex-valued NLMS algorithm and its performance analysis by Shi, Long, Zhao, Haiquan, Zeng, Xiangping, Yu, Yi

“…•The variable step-size widely linear complex-valued NLMS (VSS-WL-CNLMS) algorithm which is applicable to the case of highly correlated input is proposed, where the variable step-size (VSS…”
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A novel complex-valued bat algorithm by Li, Liangliang, Zhou, Yongquan

“… This paper presents a new bat algorithm based on complex-valued encoding where the real part and the imaginary part will be updated separately…”
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Selective partial-update augmented complex-valued LMS algorithm and its performance analysis by Qing, Zhu, Ni, Jingen, Li, Zhe, Chen, Jie

“…•This paper proposes a selective partial-update augmented complex-valued LMS algorithm…”
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Diffusion augmented complex-valued LMS algorithm with shared measurements and its performance analysis by Qing, Zhu, Ni, Jingen

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Variable Step-Size Widely Linear Complex-Valued Affine Projection Algorithm and Performance Analysis by Shi, Long, Zhao, Haiquan, Zakharov, Yuriy, Chen, Badong, Yang, Yaoru

“…In this paper, a variable step-size widely linear complex-valued affine projection algorithm (VSS-WLCAPA…”
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A variable regularization parameter widely linear complex-valued NLMS algorithm: Performance analysis and wind prediction by Long, Xiaoqiang, Zhao, Haiquan, Hou, Xinyan, Quan, Wei

“…•To overcome the conflict that the adaptive regularized complex-valued NLMS algorithms cannot have optimal performance when the regularization parameter is large or small, a widely linear complex…”
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Complex-Valued Neural Networks: A Comprehensive Survey by Lee, ChiYan, Hasegawa, Hideyuki, Gao, Shangce

“…Complex-valued neural networks (CVNNs) have shown their excellent efficiency compared to their real counter-parts in speech enhancement, image and signal processing…”
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