Fixed-point algorithms for inverse of residual rectifier neural networks

Ruhua Wang;  ; Senjian An; Wanquan Liu; Ling Li

doi:10.3934/mfc.2020024

Fixed-point algorithms for inverse of residual rectifier neural networks

Mathematical Foundations of Computing ◽

10.3934/mfc.2020024 ◽

2019 ◽

Vol 0 (0) ◽

pp. 0-0

Author(s):

Ruhua Wang ◽

◽

Senjian An ◽

Wanquan Liu ◽

Ling Li

Keyword(s):

Neural Networks ◽

Fixed Point ◽

Fixed Point Algorithms

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Conical averagedness and convergence analysis of fixed point algorithms

Journal of Global Optimization ◽

10.1007/s10898-021-01057-4 ◽

2021 ◽

Author(s):

Sedi Bartz ◽

Minh N. Dao ◽

Hung M. Phan

Keyword(s):

Fixed Point ◽

Convergence Analysis ◽

Fixed Point Algorithms

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Convergence of fixed-point algorithms for elastic demand dynamic user equilibrium

Transportation Research Part B Methodological ◽

10.1016/j.trb.2021.01.007 ◽

2021 ◽

Vol 150 ◽

pp. 336-352

Author(s):

Terry L. Friesz ◽

Ke Han ◽

Amir Bagherzadeh

Keyword(s):

Fixed Point ◽

User Equilibrium ◽

Elastic Demand ◽

Dynamic User Equilibrium ◽

Fixed Point Algorithms

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Improved precision of fixed-point algorithms by means of common factors

2008 15th IEEE International Conference on Image Processing ◽

10.1109/icip.2008.4712262 ◽

2008 ◽

Author(s):

Yuriy A. Reznik ◽

Arianne T. Hinds ◽

Joan L. Mitchell

Keyword(s):

Fixed Point ◽

Common Factors ◽

Fixed Point Algorithms

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Fixed-point optimization of deep neural networks with adaptive step size retraining

2017 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) ◽

10.1109/icassp.2017.7952347 ◽

2017 ◽

Cited By ~ 9

Author(s):

Sungho Shin ◽

Yoonho Boo ◽

Wonyong Sung

Keyword(s):

Neural Networks ◽

Fixed Point ◽

Deep Neural Networks ◽

Step Size ◽

Adaptive Step Size ◽

Adaptive Step

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Fixed point algorithms for the split problem of demicontractive operators

The Journal of Nonlinear Sciences and Applications ◽

10.22436/jnsa.010.03.35 ◽

2017 ◽

Vol 10 (03) ◽

pp. 1263-1269

Author(s):

Xiaoxue Zheng ◽

Yonghong Yao ◽

Yeong-Cheng Liou ◽

Limin Leng

Keyword(s):

Fixed Point ◽

Fixed Point Algorithms

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Hardware synthesis of artificial neural networks using field programmable gate arrays and fixed-point numbers

2006 IEEE Region 5 Conference ◽

10.1109/tpsd.2006.5507410 ◽

2006 ◽

Cited By ~ 2

Author(s):

Mychal Hoffman ◽

Paul Bauer ◽

Brian Hemrnelman ◽

Abul Hasan

Keyword(s):

Neural Networks ◽

Fixed Point ◽

Artificial Neural Networks ◽

Field Programmable Gate Arrays ◽

Hardware Synthesis ◽

Gate Arrays ◽

Field Programmable ◽

Programmable Gate Arrays ◽

Artificial Neural

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A Computational Comparison of Fixed Point Algorithms Which Use Complementary Pivoting

Fixed Points ◽

10.1016/b978-0-12-398050-2.50019-0 ◽

1977 ◽

pp. 249-280 ◽

Cited By ~ 6

Author(s):

Richard Wilmuth

Keyword(s):

Fixed Point ◽

Fixed Point Algorithms ◽

Complementary Pivoting ◽

Computational Comparison

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A Fixed-Point Quantization Technique for Convolutional Neural Networks Based on Weight Scaling

2019 IEEE International Conference on Image Processing (ICIP) ◽

10.1109/icip.2019.8803490 ◽

2019 ◽

Cited By ~ 1

Author(s):

Norbert Mitschke ◽

Michael Heizmann ◽

Klaus-Henning Noffz ◽

Ralf Wittmann

Keyword(s):

Neural Networks ◽

Fixed Point ◽

Convolutional Neural Networks ◽

Weight Scaling

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Efficient primal–dual fixed point algorithms with dynamic stepsize for composite convex optimization problems

Multidimensional Systems and Signal Processing ◽

10.1007/s11045-018-0615-z ◽

2018 ◽

Vol 30 (3) ◽

pp. 1531-1544

Author(s):

Meng Wen ◽

Yuchao Tang ◽

Angang Cui ◽

Jigen Peng

Keyword(s):

Fixed Point ◽

Convex Optimization ◽

Optimization Problems ◽

Convex Optimization Problems ◽

Fixed Point Algorithms ◽

Primal Dual

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Fixed point and p-stability of T–S fuzzy impulsive reaction–diffusion dynamic neural networks with distributed delay via Laplacian semigroup

Neurocomputing ◽

10.1016/j.neucom.2019.01.051 ◽

2019 ◽

Vol 335 ◽

pp. 170-184 ◽

Cited By ~ 5

Author(s):

Ruofeng Rao ◽

Shouming Zhong ◽

Zhilin Pu

Keyword(s):

Neural Networks ◽

Fixed Point ◽

Distributed Delay ◽

Reaction Diffusion ◽

Dynamic Neural Networks ◽

Impulsive Reaction

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