DeepSense: A GPU-based deep convolutional neural network framework on commodity mobile devices

• Main Authors: HUYNH NGUYEN LOC, BALAN, Rajesh Krishna, LEE, Youngki
• Format: text
• Language: English
• Published: Institutional Knowledge at Singapore Management University 2016
• Subjects: Deep learning; Mobile GPU; Mobile sensing application; Computer Sciences; Software Engineering
• Online Access: https://ink.library.smu.edu.sg/sis_research/3276; https://ink.library.smu.edu.sg/context/sis_research/article/4278/viewcontent/deepsense.pdf
• Institution: Singapore Management University

Recently, a branch of machine learning algorithms called deep learning gained huge attention to boost up accuracy of a variety of sensing applications. However, execution of deep learning algorithm such as convolutional neural network on mobile processor is non-trivial due to intensive computational...