Machine Learning Accelerator for Personalized Data Analytics

Date April 29, 2016 Time 10:30 am – 11:30 am Venue Room 501 – Room 502, 5/F, Photonics Centre, 2 Science Park West Avenue, Hong Kong Science Park, Shatin, Hong Kong Language English Speaker Prof. Hao YU, School of Electrical and Electronic Engineering, Nanyang Technological University, Singapore Details Download Register Now Abstract The machine-learning based data analytics to support a cloud intelligence (such as Google’s αGo) has already gone beyond the scalability of the present computing technology and architecture. The current training method is mainly based on an iterative backward propagation, which has long latency running on data servers. With the emergence of autonomous vehicles, unmanned aerial vehicle and robotics, there is a huge demand to analyze the real-time sensed data with small latency. In this talk, we will discuss…


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