Results 21 to 30 of about 30,189 (295)

Feedforward Control of Piezoelectric Ceramic Actuators Based on PEA-RNN

Sensors, 2022
Multilayer perceptron (MLP) has been demonstrated to implement feedforward control of the piezoelectric actuator (PEA). To further improve the control accuracy of the neural network, reduce the training time, and explore the possibility of online model ...
Yongcheng Xiong, Wenhong Jia, Limin Zhang, Ying Zhao, Lifang Zheng   +4 more
doaj   +1 more source

Basic recurrent neural network (RNN) model.

, 2022
Basic recurrent neural network (RNN) model.
Lei Qin (27694), Zhen Ning (525741), Zhaohui Xia (9406284), Xingyu Zhang (408987)   +3 more
core   +1 more source

Defect Depth Determination in Laser Infrared Thermography Based on LSTM-RNN

IEEE Access, 2020
Carbon fiber reinforced polymer (CFRP) has been increasingly used in aviation industry since it significantly enhances the performance of aircraft. However, imperfections inside the CFRP structures pose a threat to aviation safety.
Qiang Wang, Qiuhan Liu, Ruicong Xia, Guangyuan Li, Jianguo Gao, Hongbin Zhou, Boyan Zhao   +6 more
doaj   +1 more source

Adaptive recurrent neural network for uncertainties estimation in feedback control system

Journal of Automation and Intelligence, 2023
In this paper, a recurrent neural network (RNN) is used to estimate uncertainties and implement feedback control for nonlinear dynamic systems. The neural network approximates the uncertainties related to unmodeled dynamics, parametric variations, and ...
Adel Merabet, Saikrishna Kanukollu, Ahmed Al-Durra, Ehab F. El-Saadany   +3 more
doaj   +1 more source

GR-RNN: Global-context residual recurrent neural networks for writer identification [PDF]

Pattern Recognition, 2021
To appear: Pattern ...
Sheng He, Lambert Schomaker
openaire   +2 more sources

Recurrent neural network (RNN)-based model architecture.

, 2022
Recurrent neural network (RNN)-based model architecture.
Ana Cho (12800195), Sang Hyun Kim (8720874), You Jin Kang (12800192), Min Seo Choi (10199757), Young-Seob Jeong (12800186), Gati Lother Martin (12800189), Bon Sung Koo (12800198), Yang-Hoon Chung (12696094), Misoon Lee (8720868), Sung Hwan Cho (765712)   +9 more
core   +1 more source

Bidirectional convolutional recurrent neural network architecture with group-wise enhancement mechanism for text sentiment classification

Journal of King Saud University: Computer and Information Sciences, 2022
Sentiment analysis has been a well-studied research direction in computational linguistics. Deep neural network models, including convolutional neural networks (CNN) and recurrent neural networks (RNN), yield promising results on text classification ...
Aytuğ Onan
doaj   +1 more source

Application of SRNN-GRU in Photovoltaic power Forecasting [PDF]

E3S Web of Conferences, 2021
Short-term photovoltaic power forecasting is of great significance for maintaining the security and stability of the power grid and coordinating the utilization of resources.
Liu Shiyan, Hao Xiaoguang, Meng Zhengji, Li Jianfeng, Cui Tongfei, Wei Le   +5 more
doaj   +1 more source

Lithium Battery State-of-Charge Estimation Based on AdaBoost.Rt-RNN

Energies, 2022
Real-time and accurate state-of-charge estimation performs an important role in the smooth operation of various electric vehicle battery management systems.
Ran Li, Hui Sun, Xue Wei, Weiwen Ta, Haiying Wang   +4 more
doaj   +1 more source

Recurrent neural network optimization for wind turbine condition prognosis

, 2022
This research focuses on employing Recurrent Neural Networks (RNN) to prognosis a wind turbine operation’s health from collected vibration time series data, by using several memory cell variations, including Long Short Time Memory (LSTM), Bilateral LSTM (
Kerboua Adlen, Kelaiaia Ridha
core   +1 more source