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2020 – today
- 2024
[j2]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)- [j1]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) - 2023
- [c4]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 - [c3]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
- [c2]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 - [c1]Taofiki Saliyu, Xingang Fu, Chanakya Hingu:
VHDL Schematic Design and FPGA Simulation of Neural Network Activation Function using Continued Fractions. UEMCON 2022: 469-474
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