Xingang Fu

22 papers B 3C 1Journal 10Unranked 8
YearRankTypeTitle / Venue / Authors
2024 J jnl
32-Bit Fixed and Floating-Point Hardware Implementation for Enhanced Inverter Control: Leveraging FPGA in Recurrent Neural Network Applications.
IEEE Access
Chanakya Hingu, Xingang Fu, Praneeth Vangala, Ramkrishna Mishan, Poria Fajri
2024 C conf
Accelerating RNN Controllers with Parallel Computing and Weight Dropout Techniques.
IEA/AIE
Maxwell Sam, Kushal Kalyan Devalmapeta Surendranath, Xingang Fu, Letu Qingge
2024 J jnl
Accelerating the neural network controller embedded implementation on FPGA with novel dropout techniques for a solar inverter.
Pervasive Mob. Comput.
Jordan Sturtz, Kushal Kalyan Devalampeta Surendranath, Maxwell Sam, Xingang Fu, Chanakya Dinesh Hingu, Rajab Challoo, Letu Qingge
2024 J jnl
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.
Xingang Fu, Jordan Sturtz, Eduardo Alonso, Rajab Challoo, Letu Qingge
2023 B conf
A Novel Weight Dropout Approach to Accelerate the Neural Network Controller Embedded Implementation on FPGA for a Solar Inverter.
SMARTCOMP
Jordan Sturtz, Xingang Fu, Chanakya Hingu, Letu Qingge
2023 — conf
Accelerating FPGA Implementation of Neural Network Controllers via 32-bit Fixed-Point Design for Real-Time Control.
UEMCON
Chanakya Hingu, Xingang Fu, Rajab Challoo, Jiang Lu, Xiaokun Yang, Letu Qingge
2023 — conf
Exhaled Breath Analysis Based Diabetes Detection with k-Nearest Neighbors Classifier.
ISCID
Piotr J. Smieja, Jiang Lu, Qingquan Sun, Xingang Fu, Ting Zhang
2023 J jnl
Hardware Evaluation for GaN-Based Single-Phase Five-Level Inverter.
IEEE Access
Abdullah Al Hadi, Xingang Fu, Eklas Hossain, Rajab Challoo
2023 J jnl
Local Stability and Convergence Analysis of Neural Network Controllers With Error Integral Inputs.
IEEE Trans. Neural Networks Learn. Syst.
Xingang Fu, Shuhui Li, Donald C. Wunsch, Eduardo Alonso
2022 B conf
Deep Learning Approaches for the Protein Scaffold Filling Problem.
ICTAI
Binhai Zhu, Jordan Sturtz, Xiaowen Liu, Letu Qingge, Xiaohong Yuan, Xingang Fu
2022 — conf
FPGA Acceleration of a Real-time Neural Network Controller for Solar Inverter.
UEMCON
Chanakya Hingu, Xingang Fu, Scott Smith, Taofiki Saliyu, Letu Qingge
2022 — conf
VHDL Schematic Design and FPGA Simulation of Neural Network Activation Function using Continued Fractions.
UEMCON
Taofiki Saliyu, Xingang Fu, Chanakya Hingu
2021 J jnl
Control of a Buck DC/DC Converter Using Approximate Dynamic Programming and Artificial Neural Networks.
IEEE Trans. Circuits Syst. I Regul. Pap.
Weizhen Dong, Shuhui Li, Xingang Fu, Zhongwen Li, Michael Fairbank, Yixiang Gao
2020 J jnl
Neural-Network Vector Controller for Permanent-Magnet Synchronous Motor Drives: Simulated and Hardware-Validated Results.
IEEE Trans. Cybern.
Shuhui Li, Hoyun Won, Xingang Fu, Michael Fairbank, Donald C. Wunsch, Eduardo Alonso
2019 — conf
The Effect of High Performance Computer on Deep Learning: A Face Expression Recognition Case.
CSE/EUC
Xin Zhang, Francisco Reveriano, Jiang Lu, Xingang Fu, Ting Zhang
2017 — conf
A smart system for face detection with spatial correlation improvement in IoT environment.
SmartWorld/SCALCOM/UIC/ATC/CBDCom/IOP/SCI
Jiang Lu, Xingang Fu, Ting Zhang
2015 — conf
Control of Three-Phase Grid-Connected Microgrids using Artificial Neural Networks.
IJCCI (NCTA)
Shuhui Li, Xingang Fu, Ishan Jaithwa, Eduardo Alonso, Michael Fairbank, Donald C. Wunsch II
2015 J jnl
Implement Optimal Vector Control for LCL-Filter-Based Grid-Connected Converters by Using Recurrent Neural Networks.
IEEE Trans. Ind. Electron.
Xingang Fu, Shuhui Li, Ishan Jaithwa
2015 J jnl
Training Recurrent Neural Networks With the Levenberg-Marquardt Algorithm for Optimal Control of a Grid-Connected Converter.
IEEE Trans. Neural Networks Learn. Syst.
Xingang Fu, Shuhui Li, Michael Fairbank, Donald C. Wunsch, Eduardo Alonso
2015 — conf
Wavelet Enhanced Image Preprocessing and Neural Networks for Hand Gesture Recognition.
SmartCity
Xingang Fu, Jiang Lu, Ting Zhang, Chadwell Bonair, Marvin L. Coats
2014 J jnl
An adaptive recurrent neural-network controller using a stabilization matrix and predictive inputs to solve a tracking problem under disturbances.
Neural Networks
Michael Fairbank, Shuhui Li, Xingang Fu, Eduardo Alonso, Donald C. Wunsch II
2013 B conf
Nested-loop neural network vector control of permanent magnet synchronous motors.
IJCNN
Shuhui Li, Michael Fairbank, Xingang Fu, Donald C. Wunsch, Eduardo Alonso