Yonghua Yin
Yonghua Yin
Verified email at imperial.ac.uk - Homepage
Cited by
Cited by
Deep learning with dense random neural networks for detecting attacks against iot-connected home environments
O Brun, Y Yin, E Gelenbe, YM Kadioglu, J Augusto-Gonzalez, M Ramos
International ISCIS Security Workshop, 79-89, 2018
Taylor-type 1-step-ahead numerical differentiation rule for first-order derivative approximation and ZNN discretization
Y Zhang, L Jin, D Guo, Y Yin, Y Chou
Journal of Computational and Applied Mathematics 273, 29-40, 2015
Cross-validation based weights and structure determination of Chebyshev-polynomial neural networks for pattern classification
Y Zhang, Y Yin, D Guo, X Yu, L Xiao
Pattern recognition 47 (10), 3414-3428, 2014
Deep learning with random neural networks
E Gelenbe, Y Yin
Neural Networks (IJCNN), 2016 International Joint Conference on, 1633-1638, 2016
Singularity-conquering tracking control of a class of chaotic systems using Zhang-gradient dynamics
Y Zhang, Z Xiao, D Guo, M Mao, Y Yin
IET Control Theory & Applications 9 (6), 871-881, 2015
Singularity-conquering ZG controllers of z2g1 type for tracking control of the IPC system
Y Zhang, X Yu, Y Yin, C Peng, Z Fan
International Journal of Control 87 (9), 1729-1746, 2014
Zhang dynamics and gradient dynamics with tracking-control application
Y Zhang, Y Yin, H Wu, D Guo
2012 Fifth International Symposium on Computational Intelligence and Design …, 2012
Single-cell based random neural network for deep learning
Y Yin, E Gelenbe
2017 International Joint Conference on Neural Networks (IJCNN), 86-93, 2017
Deep learning in multi-layer architectures of dense nuclei
Y Yin, E Gelenbe
arXiv preprint arXiv:1609.07160, 2016
Deep learning with dense random neural networks
E Gelenbe, Y Yin
International Conference on Man–Machine Interactions, 3-18, 2017
Weights and structure determination of multiple-input feed-forward neural network activated by Chebyshev polynomials of Class 2 via cross-validation
Y Zhang, X Yu, D Guo, Y Yin, Z Zhang
Neural Computing and Applications 25 (7-8), 1761-1770, 2014
Multi-layer neural networks for quality of service oriented server-state classification in cloud servers
Y Yin, L Wang, E Gelenbe
2017 International Joint Conference on Neural Networks (IJCNN), 1623-1627, 2017
ZG control for ship course tracking with singularity considered and solved
Y Yin, Q Xie, Y Wang, D Chen, Y Zhang
2013 IEEE 11th International Conference on Dependable, Autonomic and Secure …, 2013
Singularity-conquering ZG controller for output tracking of a class of nonlinear systems
Y Zhang, F Luo, Y Yin, J Liu, X Yu
Proceedings of the 32nd Chinese Control Conference, 477-482, 2013
ZG controllers for output tracking of nonlinear mass-spring-damper mechanical system with division-by-zero problem solved
Y Zhang, Y Wang, Y Yin, L Jin, D Chen
2013 IEEE International Conference on Robotics and Biomimetics (ROBIO), 1845 …, 2013
Zhang-gradient controllers of Z0G0, Z1G0 and Z1G1 types for output tracking of time-varying linear systems with control-singularity conquered finally
Y Zhang, J Liu, Y Yin, F Luo, J Deng
International Symposium on Neural Networks, 533-540, 2013
Using GD to conquer the singularity problem of conventional controller for output tracking of nonlinear system of a class
Y Zhang, X Yu, Y Yin, L Xiao, Z Fan
Physics Letters A 377 (25-27), 1611-1614, 2013
Machine learning to predict toxicity of compounds
I Grenet, Y Yin, JP Comet, E Gelenbe
International Conference on Artificial Neural Networks, 335-345, 2018
ZG tracking control of Lu system with multiple inputs and with division-by-zero problem solved
Y Zhang, D Chen, Y Yin, D Guo, Q Xie
proceedings of the 33rd Chinese Control Conference, 3477-3482, 2014
Pruning-included weights and structure determination of 2-input neuronet using chebyshev polynomials of class 1
Y Zhang, Y Yin, X Yu, D Guo, L Xiao
Proceedings of the 10th World Congress on Intelligent Control and Automation …, 2012
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