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Xingang Fu
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2020 – today
- 2024
- [j10]Chanakya Hingu, Xingang Fu, Praneeth Vangala, Ramkrishna Mishan, Poria Fajri:
32-Bit Fixed and Floating-Point Hardware Implementation for Enhanced Inverter Control: Leveraging FPGA in Recurrent Neural Network Applications. IEEE Access 12: 111097-111110 (2024) - [j9]Jordan Sturtz, Kushal Kalyan Devalampeta Surendranath, Maxwell Sam, Xingang Fu, Chanakya Dinesh Hingu, Rajab Challoo, Letu Qingge:
Accelerating the neural network controller embedded implementation on FPGA with novel dropout techniques for a solar inverter. Pervasive Mob. Comput. 104: 101975 (2024) - [j8]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): 222-229 (2024) - [c12]Maxwell Sam, Kushal Kalyan Devalmapeta Surendranath, Xingang Fu, Letu Qingge:
Accelerating RNN Controllers with Parallel Computing and Weight Dropout Techniques. IEA/AIE 2024: 401-412 - 2023
- [j7]Abdullah Al Hadi, Xingang Fu, Eklas Hossain, Rajab Challoo:
Hardware Evaluation for GaN-Based Single-Phase Five-Level Inverter. IEEE Access 11: 64248-64259 (2023) - [j6]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): 3751-3763 (2023) - [c11]Piotr J. Smieja, Jiang Lu, Qingquan Sun, Xingang Fu, Ting Zhang:
Exhaled Breath Analysis Based Diabetes Detection with k-Nearest Neighbors Classifier. ISCID 2023: 126-130 - [c10]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: 157-163 - [c9]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: 445-450 - 2022
- [c8]Binhai Zhu, Jordan Sturtz, Xiaowen Liu, Letu Qingge, Xiaohong Yuan, Xingang Fu:
Deep Learning Approaches for the Protein Scaffold Filling Problem. ICTAI 2022: 1055-1061 - [c7]Chanakya Hingu, Xingang Fu, Scott Smith, Taofiki Saliyu, Letu Qingge:
FPGA Acceleration of a Real-time Neural Network Controller for Solar Inverter. UEMCON 2022: 413-420 - [c6]Taofiki Saliyu, Xingang Fu, Chanakya Hingu:
VHDL Schematic Design and FPGA Simulation of Neural Network Activation Function using Continued Fractions. UEMCON 2022: 469-474 - 2021
- [j5]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): 1760-1768 (2021) - 2020
- [j4]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): 3218-3230 (2020)
2010 – 2019
- 2019
- [c5]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: 40-42 - 2017
- [c4]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: 1-4 - 2015
- [j3]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): 4443-4454 (2015) - [j2]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): 1900-1912 (2015) - [c3]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: 58-69 - [c2]Xingang Fu, Jiang Lu, Ting Zhang, Chadwell Bonair, Marvin L. Coats:
Wavelet Enhanced Image Preprocessing and Neural Networks for Hand Gesture Recognition. SmartCity 2015: 838-843 - 2014
- [j1]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: 74-86 (2014) - 2013
- [c1]Shuhui Li, Michael Fairbank, Xingang Fu, Donald C. Wunsch, Eduardo Alonso:
Nested-loop neural network vector control of permanent magnet synchronous motors. IJCNN 2013: 1-8
Coauthor Index
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