Gaurav Singh

According to our database, Gaurav Singh authored at least 6 papers between 2019 and 2025.

Collaborative distances:

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

2025

Compressing Neural Networks using Learnable 1D Non-Linear Functions.

Gaurav Singh, Kia Bazargan

ACM Trans. Reconfigurable Technol. Syst., June, 2025

2024

SimBU: Self-Similarity-Based Hybrid Binary-Unary Computing for Nonlinear Functions.

Alireza Khataei, Gaurav Singh, Kia Bazargan

IEEE Trans. Computers, September, 2024

2023

Approximate Hybrid Binary-Unary Computing with Applications in BERT Language Model and Image Processing.

Alireza Khataei, Gaurav Singh, Kia Bazargan

Proceedings of the 2023 ACM/SIGDA International Symposium on Field Programmable Gate Arrays, 2023

Optimizing Hybrid Binary-Unary Hardware Accelerators Using Self-Similarity Measures.

Alireza Khataei, Gaurav Singh, Kia Bazargan

Proceedings of the 31st IEEE Annual International Symposium on Field-Programmable Custom Computing Machines, 2023

2020

HBUCNNA: Hybrid Binary-Unary Convolutional Neural Network Accelerator.

S. Rasoul Faraji, Pierre Abillama, Gaurav Singh, Kia Bazargan

Proceedings of the IEEE International Symposium on Circuits and Systems, 2020

2019

HBUNN - Hybrid Binary-Unary Neural Network: Realizing a Complete CNN on an FPGA.

Sayed Abdolrasouol Faraji, Gaurav Singh, Kia Bazargan

Proceedings of the 37th IEEE International Conference on Computer Design, 2019