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A GPU-accelerated Neural Networks Approximation Scheme for Heston Option Pricing Model. Conference paper
Shaowei Xu, Huanghao Chen, Yang Wang, Jerome Yen. A GPU-accelerated Neural Networks Approximation Scheme for Heston Option Pricing Model.[C], 2024.
Authors:  Shaowei Xu;  Huanghao Chen;  Yang Wang;  Jerome Yen
Adobe PDF | Favorite |  | Submit date：2024/09/12
Artificial Neural Network  Gpu Acceleration  Heston Model Acceleration  Machine Learning  
Neuroadaptive Tracking Control of Affine Nonlinear Systems Using Echo State Networks Embedded With Multiclustered Structure and Intrinsic Plasticity Journal article
Chen, Qing, Li, Xiumin, Zhang, Anguo, Song, Yongduan. Neuroadaptive Tracking Control of Affine Nonlinear Systems Using Echo State Networks Embedded With Multiclustered Structure and Intrinsic Plasticity[J]. IEEE TRANSACTIONS ON CYBERNETICS, 2024, 54(2), 1133-1142.
Authors:  Chen, Qing;  Li, Xiumin;  Zhang, Anguo;  Song, Yongduan
Favorite | TC[WOS]:7 TC[Scopus]:5  IF:9.4/10.3 | Submit date：2023/01/30
Multiclustered Structure  Tracking Control  Echo State Network (Esn)  Intrinsic Plasticity (Ip)  Neurons  Artificial Neural Networks  Reservoirs  Ip Networks  Control Systems  Topology  Mimo Communication  
Event-Triggered Quantitative Prescribed Performance Neural Adaptive Control for Autonomous Underwater Vehicles Journal article
Shi, Yi, Xie, Wei, Zhang, Guoqing, Zhang, Weidong, Silvestre, Carlos. Event-Triggered Quantitative Prescribed Performance Neural Adaptive Control for Autonomous Underwater Vehicles[J]. IEEE Transactions on Systems, Man, and Cybernetics: Systems, 2024, 54(6), 3381-3392.
Authors:  Shi, Yi;  Xie, Wei;  Zhang, Guoqing;  Zhang, Weidong;  Silvestre, Carlos
Favorite | TC[WOS]:1 TC[Scopus]:1  IF:8.6/8.7 | Submit date：2024/05/16
Adaptive Control  Artificial Neural Networks  Autonomous Underwater Vehicles (Auvs)  Behavioral Sciences  Convergence  Echo State Neural Network (Esnn)  Hybrid Threshold-based Event-triggered  Quantitative Prescribed Performance Control (Qppc)  Trajectory Tracking  Transient Analysis  Vehicle Dynamics  
A 28-nm 19.9-to-258.5-TOPS/W 8b Digital Computing-in-Memory Processor With Two-Cycle Macro Featuring Winograd-Domain Convolution and Macro-Level Parallel Dual-Side Sparsity Journal article
Wu, Hao, Chen, Yong, Yuan, Yiyang, Yue, Jinshan, Wang, Xinghua, Li, Xiaoran, Zhang, Feng. A 28-nm 19.9-to-258.5-TOPS/W 8b Digital Computing-in-Memory Processor With Two-Cycle Macro Featuring Winograd-Domain Convolution and Macro-Level Parallel Dual-Side Sparsity[J]. IEEE Journal of Solid-State Circuits, 2024.
Authors:  Wu, Hao;  Chen, Yong;  Yuan, Yiyang;  Yue, Jinshan;  Wang, Xinghua; et al.
Favorite | TC[WOS]:0 TC[Scopus]:0  IF:4.6/5.6 | Submit date：2024/07/04
Accuracy  Artificial Intelligence  Artificial Intelligence (Ai)  Circuits  Cmos  Computing-in-memory (Cim)  Energy Efficiency  Energy Efficiency  Look-up Table (Lut)  Multiply-accumulation (Mac)  Neural Network (Nn)  Power Demand  Radix16  Table Lookup  Throughput  Unstructured Sparsity  Winograd Convolution  
Combining dimensionality reduction methods with neural networks for realized volatility forecasting Journal article
Andrea Bucci, HE Lidan, Liu Z(劉志). Combining dimensionality reduction methods with neural networks for realized volatility forecasting[J]. Annals of Operations Research, 2023.
Authors:  Andrea Bucci;  HE Lidan;  Liu Z(劉志)
Favorite | TC[WOS]:7 TC[Scopus]:5  IF:4.4/4.4 | Submit date：2023/08/15
Realized Volatility  Artificial Neural Network  Machine-learning  Pca Method  Bayesian Model Averaging  
Quadrotor Neural Network Adaptive Control: Design and Experimental Validation Journal article
Yu, Gan, Reis, Joel, Silvestre, Carlos. Quadrotor Neural Network Adaptive Control: Design and Experimental Validation[J]. IEEE Robotics and Automation Letters, 2023, 8(5), 2574-2581.
Authors:  Yu, Gan;  Reis, Joel;  Silvestre, Carlos
Favorite | TC[WOS]:10 TC[Scopus]:11  IF:4.6/5.5 | Submit date：2023/06/05
Artificial Neural Network Control  Autonomous Agents  Robust/adaptive Control  
Compact Artificial Neural Network Based on Task Attention for Individual SSVEP Recognition with Less Calibration Journal article
Wang,Ze, Wong,Chi Man, Wang,Boyu, Feng,Zhao, Cong,Fengyu, Wan,Feng. Compact Artificial Neural Network Based on Task Attention for Individual SSVEP Recognition with Less Calibration[J]. IEEE Transactions on Neural Systems and Rehabilitation Engineering, 2023.
Authors:  Wang,Ze;  Wong,Chi Man;  Wang,Boyu;  Feng,Zhao;  Cong,Fengyu; et al.
Favorite | TC[WOS]:4 TC[Scopus]:5  IF:4.8/5.4 | Submit date：2023/08/03
Artificial Neural Network  Attention Layer  Brain Modeling  Brain-computer Interface  Calibration  Correlation  Electroencephalography  Steady-state Visual Evoked Potential  Target Recognition  Task Analysis  Visualization  
Integrating metabolomic data with machine learning approach for discovery of Q-markers from Jinqi Jiangtang preparation against type 2 diabetes Journal article
Yang, Lele, Xue, Yan, Wei, Jinchao, Dai, Qi, Li, Peng. Integrating metabolomic data with machine learning approach for discovery of Q-markers from Jinqi Jiangtang preparation against type 2 diabetes[J]. Chinese Medicine, 2021, 16(1), 30.
Authors:  Yang, Lele;  Xue, Yan;  Wei, Jinchao;  Dai, Qi;  Li, Peng
Favorite | TC[WOS]:14 TC[Scopus]:15  IF:5.3/5.5 | Submit date：2021/12/09
Backpropagation Artificial Neural Network  Jinqi Jiangtang  Machine Learning  Mass Spectrometry  Metabolomics  Q-markers  
Neural Network Modeling of Shear Wave Velocity of Macau Soils Using SPT and CPT Data Conference paper
Zhou, Z., Lok, Man Hoi. Neural Network Modeling of Shear Wave Velocity of Macau Soils Using SPT and CPT Data[C], 2021, 164 - 171.
Authors:  Zhou, Z.;  Lok, Man Hoi
Favorite | TC[Scopus]:3 | Submit date：2022/08/29
Spt-n  Cpt  Shear Wave Velocity  Artificial Neural Network  Nonlinear Regression  
Deep learning for diagnosis of precancerous lesions in upper gastrointestinal endoscopy: A review Journal article
Yan, Tao, Wong, Pak Kin, Qin, Ye Ying. Deep learning for diagnosis of precancerous lesions in upper gastrointestinal endoscopy: A review[J]. World Journal of Gastroenterology, 2021, 27(20), 2531-2544.
Authors:  Yan, Tao;  Wong, Pak Kin;  Qin, Ye Ying
Favorite | TC[WOS]:10 TC[Scopus]:14  IF:4.3/5.1 | Submit date：2021/12/07
Artificial Intelligence  Deep Learning  Convolutional Neural Network  Precancerous Lesions  Endoscopy