A Continuous-Time Recurrent Neural Network for Sparse Signal Reconstruction Via ℓ1 Minimization

2018 Eighth International Conference on Information Science and Technology (ICIST) ◽

10.1109/icist.2018.8426132 ◽

2018 ◽

Author(s):

Zheng Yan ◽

Xinyi Le ◽

Shiping Wen ◽

Jie Lu

Keyword(s):

Neural Network ◽

Recurrent Neural Network ◽

Continuous Time ◽

Signal Reconstruction ◽

Sparse Signal ◽

Sparse Signal Reconstruction

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An inertial projection neural network for sparse signal reconstruction via l1−2 minimization

Neurocomputing ◽

10.1016/j.neucom.2018.06.050 ◽

2018 ◽

Vol 315 ◽

pp. 89-95 ◽

Author(s):

Lijuan Zhu ◽

Jianjun Wang ◽

Xing He ◽

You Zhao

Keyword(s):

Neural Network ◽

Signal Reconstruction ◽

Sparse Signal ◽

Sparse Signal Reconstruction ◽

Projection Neural Network

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A Discrete-Time Projection Neural Network for Sparse Signal Reconstruction With Application to Face Recognition

IEEE Transactions on Neural Networks and Learning Systems ◽

10.1109/tnnls.2018.2836933 ◽

2019 ◽

Vol 30 (1) ◽

pp. 151-162 ◽

Author(s):

Bingrong Xu ◽

Qingshan Liu ◽

Tingwen Huang

Keyword(s):

Neural Network ◽

Face Recognition ◽

Discrete Time ◽

Signal Reconstruction ◽

Sparse Signal ◽

Sparse Signal Reconstruction ◽

Time Projection ◽

Projection Neural Network

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Delayed Lagrange neural network for sparse signal reconstruction under compressive sampling

Optik ◽

10.1016/j.ijleo.2016.05.049 ◽

2016 ◽

Vol 127 (18) ◽

pp. 7077-7082 ◽

Author(s):

Yuan-Min Li ◽

Deyun Wei

Keyword(s):

Neural Network ◽

Signal Reconstruction ◽

Compressive Sampling ◽

Sparse Signal ◽

Sparse Signal Reconstruction

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Smoothing inertial projection neural network for minimization Lp−q in sparse signal reconstruction

Neural Networks ◽

10.1016/j.neunet.2017.12.008 ◽

2018 ◽

Vol 99 ◽

pp. 31-41 ◽

Author(s):

You Zhao ◽

Xing He ◽

Tingwen Huang ◽

Junjian Huang

Keyword(s):

Neural Network ◽

Signal Reconstruction ◽

Sparse Signal ◽

Sparse Signal Reconstruction ◽

Projection Neural Network

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A smoothing neural network for minimization l1-lp in sparse signal reconstruction with measurement noises

Neural Networks ◽

10.1016/j.neunet.2019.10.006 ◽

2020 ◽

Vol 122 ◽

pp. 40-53

Author(s):

You Zhao ◽

Xing He ◽

Tingwen Huang ◽

Junjian Huang ◽

Peng Li

Keyword(s):

Neural Network ◽

Signal Reconstruction ◽

Sparse Signal ◽

Sparse Signal Reconstruction ◽

Measurement Noises

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-Minimization Algorithms for Sparse Signal Reconstruction Based on a Projection Neural Network

IEEE Transactions on Neural Networks and Learning Systems ◽

10.1109/tnnls.2015.2481006 ◽

2016 ◽

Vol 27 (3) ◽

pp. 698-707 ◽

Author(s):

Qingshan Liu ◽

Jun Wang

Keyword(s):

Neural Network ◽

Signal Reconstruction ◽

Sparse Signal ◽

Sparse Signal Reconstruction ◽

Minimization Algorithms ◽

Projection Neural Network

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Chaotic Analog-to-information Conversion: Sparse Signal Reconstruction with Multiple Shooting Method

JOURNAL OF ELECTRONICS INFORMATION TECHNOLOGY ◽

10.3724/sp.j.1146.2012.00905 ◽

2014 ◽

Vol 35 (3) ◽

pp. 608-613

Author(s):

Feng Xi ◽

Sheng-yao Chen ◽

Zhong Liu

Keyword(s):

Shooting Method ◽

Signal Reconstruction ◽

Sparse Signal ◽

Multiple Shooting ◽

Sparse Signal Reconstruction ◽

Multiple Shooting Method

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Matrix-Form Neural Networks for Complex-Variable Basis Pursuit Problem With Application to Sparse Signal Reconstruction

IEEE Transactions on Cybernetics ◽

10.1109/tcyb.2020.3042519 ◽

2021 ◽

pp. 1-11

Author(s):

Songchuan Zhang ◽

Yonghui Xia ◽

Youshen Xia ◽

Jun Wang

Keyword(s):

Neural Networks ◽

Complex Variable ◽

Signal Reconstruction ◽

Matrix Form ◽

Sparse Signal ◽

Basis Pursuit ◽

Pursuit Problem ◽

Sparse Signal Reconstruction

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Smoothing inertial neurodynamic approach for sparse signal reconstruction via Lp-norm minimization

Neural Networks ◽

10.1016/j.neunet.2021.02.006 ◽

2021 ◽

Vol 140 ◽

pp. 100-112

Author(s):

You Zhao ◽

Xiaofeng Liao ◽

Xing He ◽

Rongqiang Tang ◽

Weiwei Deng

Keyword(s):

Signal Reconstruction ◽

Sparse Signal ◽

Sparse Signal Reconstruction ◽

Lp Norm ◽

Norm Minimization

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An analog VLSI recurrent neural network learning a continuous-time trajectory

IEEE Transactions on Neural Networks ◽

10.1109/72.485671 ◽

1996 ◽

Vol 7 (2) ◽

pp. 346-361 ◽

Author(s):

G. Cauwenberghs

Keyword(s):

Neural Network ◽

Recurrent Neural Network ◽

Continuous Time ◽

Analog Vlsi ◽

Neural Network Learning ◽

Network Learning

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