Chanakya Hingu

According to our database, Chanakya Hingu authored at least 7 papers between 2022 and 2026.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2026

High Accuracy Power Aware Chebyshev-Based Hardware Implementation of Tanh Function for RNN Controllers.

Chanakya Hingu, Xingang Fu, Praneeth Vangala, Shuhui Li

IEEE Trans. Sustain. Comput., 2026

2024

Accelerating the neural network controller embedded implementation on FPGA with novel dropout techniques for a solar inverter.

Jordan Sturtz, Kushal Kalyan Devalampeta Surendranath, Maxwell Sam, Xingang Fu, Chanakya Dinesh Hingu, Rajab Challoo, Letu Qingge

Pervasive Mob. Comput., 2024

32-Bit Fixed and Floating-Point Hardware Implementation for Enhanced Inverter Control: Leveraging FPGA in Recurrent Neural Network Applications.

Chanakya Hingu, Xingang Fu, Praneeth Vangala, Ramkrishna Mishan, Poria Fajri

IEEE Access, 2024

2023

Accelerating FPGA Implementation of Neural Network Controllers via 32-bit Fixed-Point Design for Real-Time Control.

Chanakya Hingu, Xingang Fu, Rajab Challoo, Jiang Lu, Xiaokun Yang, Letu Qingge

Proceedings of the 14th IEEE Annual Ubiquitous Computing, 2023

A Novel Weight Dropout Approach to Accelerate the Neural Network Controller Embedded Implementation on FPGA for a Solar Inverter.

Jordan Sturtz, Xingang Fu, Chanakya Hingu, Letu Qingge

Proceedings of the 2023 IEEE International Conference on Smart Computing, 2023

2022

VHDL Schematic Design and FPGA Simulation of Neural Network Activation Function using Continued Fractions.

Taofiki Saliyu, Xingang Fu, Chanakya Hingu

Proceedings of the 13th IEEE Annual Ubiquitous Computing, 2022

FPGA Acceleration of a Real-time Neural Network Controller for Solar Inverter.

Chanakya Hingu, Xingang Fu, Scott Smith, Taofiki Saliyu, Letu Qingge

Proceedings of the 13th IEEE Annual Ubiquitous Computing, 2022