Xingang Fu

Publication Activity (10 Years)

Years Active: 2013-2024
Publications (10 Years): 14

Top Topics

Convergence Analysis

Nearest Neighbor

Top Venues

IEEE Trans. Neural Networks Learn. Syst.

IEEE Trans. Cybern.

SmartWorld/SCALCOM/UIC/ATC/CBDCom/IOP/SCI

Publications

Xingang Fu, Jordan Sturtz, Eduardo Alonso, Rajab Challoo, Letu Qingge
Parallel Trajectory Training of Recurrent Neural Network Controllers With Levenberg-Marquardt and Forward Accumulation Through Time in Closed-Loop Control Systems. IEEE Trans. Sustain. Comput. 9 (2) (2024)
Maxwell Sam, Kushal Kalyan Devalmapeta Surendranath, Xingang Fu, Letu Qingge
Accelerating RNN Controllers with Parallel Computing and Weight Dropout Techniques. IEA/AIE (2024)
Abdullah Al Hadi, Xingang Fu, Eklas Hossain, Rajab Challoo
Hardware Evaluation for GaN-Based Single-Phase Five-Level Inverter. IEEE Access 11 (2023)
Jordan Sturtz, Xingang Fu, Chanakya Hingu, Letu Qingge
A Novel Weight Dropout Approach to Accelerate the Neural Network Controller Embedded Implementation on FPGA for a Solar Inverter. SMARTCOMP (2023)
Piotr J. Smieja, Jiang Lu, Qingquan Sun, Xingang Fu, Ting Zhang
Exhaled Breath Analysis Based Diabetes Detection with k-Nearest Neighbors Classifier. ISCID (2023)
Chanakya Hingu, Xingang Fu, Rajab Challoo, Jiang Lu, Xiaokun Yang, Letu Qingge
Accelerating FPGA Implementation of Neural Network Controllers via 32-bit Fixed-Point Design for Real-Time Control. UEMCON (2023)
Xingang Fu, Shuhui Li, Donald C. Wunsch, Eduardo Alonso
Local Stability and Convergence Analysis of Neural Network Controllers With Error Integral Inputs. IEEE Trans. Neural Networks Learn. Syst. 34 (7) (2023)
Chanakya Hingu, Xingang Fu, Scott Smith, Taofiki Saliyu, Letu Qingge
FPGA Acceleration of a Real-time Neural Network Controller for Solar Inverter. UEMCON (2022)
Binhai Zhu, Jordan Sturtz, Xiaowen Liu, Letu Qingge, Xiaohong Yuan, Xingang Fu
Deep Learning Approaches for the Protein Scaffold Filling Problem. ICTAI (2022)
Taofiki Saliyu, Xingang Fu, Chanakya Hingu
VHDL Schematic Design and FPGA Simulation of Neural Network Activation Function using Continued Fractions. UEMCON (2022)
Weizhen Dong, Shuhui Li, Xingang Fu, Zhongwen Li, Michael Fairbank, Yixiang Gao
Control of a Buck DC/DC Converter Using Approximate Dynamic Programming and Artificial Neural Networks. IEEE Trans. Circuits Syst. I Regul. Pap. 68 (4) (2021)
Shuhui Li, Hoyun Won, Xingang Fu, Michael Fairbank, Donald C. Wunsch, Eduardo Alonso
Neural-Network Vector Controller for Permanent-Magnet Synchronous Motor Drives: Simulated and Hardware-Validated Results. IEEE Trans. Cybern. 50 (7) (2020)
Xin Zhang, Francisco Reveriano, Jiang Lu, Xingang Fu, Ting Zhang
The Effect of High Performance Computer on Deep Learning: A Face Expression Recognition Case. CSE/EUC (2019)
Jiang Lu, Xingang Fu, Ting Zhang
A smart system for face detection with spatial correlation improvement in IoT environment. SmartWorld/SCALCOM/UIC/ATC/CBDCom/IOP/SCI (2017)
Xingang Fu, Shuhui Li, Ishan Jaithwa
Implement Optimal Vector Control for LCL-Filter-Based Grid-Connected Converters by Using Recurrent Neural Networks. IEEE Trans. Ind. Electron. 62 (7) (2015)
Shuhui Li, Xingang Fu, Ishan Jaithwa, Eduardo Alonso, Michael Fairbank, Donald C. Wunsch II
Control of Three-Phase Grid-Connected Microgrids using Artificial Neural Networks. IJCCI (NCTA) (2015)
Xingang Fu, Jiang Lu, Ting Zhang, Chadwell Bonair, Marvin L. Coats
Wavelet Enhanced Image Preprocessing and Neural Networks for Hand Gesture Recognition. SmartCity (2015)
Xingang Fu, Shuhui Li, Michael Fairbank, Donald C. Wunsch, Eduardo Alonso
Training Recurrent Neural Networks With the Levenberg-Marquardt Algorithm for Optimal Control of a Grid-Connected Converter. IEEE Trans. Neural Networks Learn. Syst. 26 (9) (2015)
Michael Fairbank, Shuhui Li, Xingang Fu, Eduardo Alonso, Donald C. Wunsch II
An adaptive recurrent neural-network controller using a stabilization matrix and predictive inputs to solve a tracking problem under disturbances. Neural Networks 49 (2014)
Shuhui Li, Michael Fairbank, Xingang Fu, Donald C. Wunsch, Eduardo Alonso
Nested-loop neural network vector control of permanent magnet synchronous motors. IJCNN (2013)