[2018-04-20] May-Chen Martin-Kuo, Founder and the current CTO of Deep Force, Inc,”Deep Learning on devices”


Title:  Deep Learning on devices
 2018-04-20 15:40-17:00
Location: R103, CSIE
Speaker: May-Chen Martin-Kuo, Founder and the current CTO of Deep Force, Inc
Hosted by: Prof. Hsin-Mu Tsai


Deep learning has made various breakthroughs in on cognitions tasks.  However, deep learning neural networks, by nature, is not only computation intensive but also memory intensive.  Therefore, most of the existing deep learning applications are cloud-based, which then raise the concern of latency, privacy violation, bandwidth consumption, etc.  Deploying deep learning applications to the edge devices is, or soon will be, required for the revolution.  In this talk, we will summarize current research results and address the foreseeable challenges in the industrial applications.




Dr. May-chen Martin-Kuo has 14 years of experience in developing and optimizing computationally demanding algorithms with computer architecture designs in mind. Her specialties are graphics, images, and videos related applications. She is familiar with data compression, signal processing, queuing theory, multi-core system modeling, heterogeneous computing and system performance projection/verification. She received her Ph.D. from Dept. of Electrical Engineering at the University of Southern California in 2010.


May is a Founder and the current CTO of Deep Force, Inc., a start-up company empowering on-device AI. 

最後修改時間:2018-04-17 AM 10:05

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