Photonic Accelerators for Image Segmentation in Autonomous Driving and Defect Detection

no code implementations • 28 Sep 2023 • Lakshmi Nair, David Widemann, Brad Turcott, Nick Moore, Alexandra Wleklinski, Darius Bunandar, Ioannis Papavasileiou, Shihu Wang, Eric Logan

Photonic computing promises faster and more energy-efficient deep neural network (DNN) inference than traditional digital hardware.

Autonomous Driving Defect Detection +3

Classification of Neurological Gait Disorders Using Multi-task Feature Learning

no code implementations • 8 Dec 2016 • Ioannis Papavasileiou, Wenlong Zhang, Xin Wang, Jinbo Bi, Li Zhang, Song Han

An advanced machine learning method, multi-task feature learning (MTFL), is used to jointly train classification models of a subject's gait in three classes, post-stroke, PD and healthy gait.

Classification General Classification