100 citations · 101 across the 3 of their papers we have counts for
3 papers
cs.CV2023
Photonic Accelerators for Image Segmentation in Autonomous Driving and Defect Detection
Lakshmi Nair, David Widemann, Brad Turcott +6
Photonic computing promises faster and more energy-efficient deep neural network (DNN) inference than traditional digital hardware. Advances in photonic computing can have profound…
cs.LG2023★ 1 cited
Sensitivity-Aware Finetuning for Accuracy Recovery on Deep Learning Hardware
Lakshmi Nair, Darius Bunandar
Existing methods to recover model accuracy on analog-digital hardware in the presence of quantization and analog noise include noise-injection training. However, it can be slow in…
cs.NI2017★ 100 cited
Design and Implementation of a Wireless OBD II Fleet Management System
Reza Malekian, Ntefeng Ruth Moloisane, Lakshmi Nair +2
This paper describes the work that has been done in the design and development of a wireless OBD II fleet management system. The system aims to measure speed, distance and fuel con…