Professor Mohamed M. Sabry Aly

Nanyang Technological University, Singapore

Mohamed M. Sabry Aly is an Assistant Professor at Nanyang Technological University, Singapore, and the founder of EMASS. He received his Ph.D. degree in electrical and computer engineering from École Polytechnique Fédérale de Lausanne (EPFL), in 2013. He was a postdoctoral research fellow at Stanford University from 2014 till 2017.

His current research interests include system-level design and optimization of computing systems enabled by emerging technologies, with particular emphasis on computing systems for artificial intelligence. His work on system-level analysis on data-centric emerging systems has led to a US$75M DARPA program (Electronic Resurgence Initiative). He is a currently the program manager of the Singapore flagship AME programmatic project (Hardware Software Co-optimization for Deep Learning). He is an active close collaborator with top industrial and academic partners such as, Stanford University, TSMC, and Samsung. Dr. Aly is a Senior IEEE member and he was the recipient of the Swiss National Science Foundation Early Post-Doctoral Mobility Fellowship in 2013.

10:15 - 10:40 Innovate: EMASS: an end-to-end approach to enable deep learning at the edge for ultra-low power AI systems

by Professor Mohamed M. Sabry Aly,
Nanyang Technological University, Singapore
 
As computing devices nowadays become ever more multi-functional with a wide plethora of features, the need for an energy-efficient computing system has become increasingly crucial. This talk gives an overview of deep learning at the edge for ultra-low power AI systems, where the entire development stack, from algorithms to hardware devices, was optimised. The main goal of this approach is to enable the execution of deep learning applications on ultra-low power edge platforms, while conserving the battery lifetime. This approach achieves significant gains over current solutions, reaching 10x savings on total system power.

Speakers

Dr Chava Vijaya Saradhi

Deputy Director, NTUitive Pte Ltd

Dr. Chava Vijaya Saradhi is Deputy Director at NTUitive and is responsible for Infocomm and Communication Technologies. 

 

NTUitive is the Innovation and Enterprise (I&E) Company of Nanyang Technological University, Singapore (NTU Singapore) - and a wholly-owned subsidiary – of Nanyang Technological University, Singapore (NTU Singapore). We enable ideas, technology and individuals to create a vibrant entrepreneurial ecosystem, and are always on the lookout for enterprising individuals looking to translate their ideas to reality.

NTUitive manages the University’s intellectual property, promotes innovation, supports entrepreneurship, and facilitates the commercialization of research.

 

 

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Professor Mohamed M. Sabry Aly

Nanyang Technological University, Singapore

Mohamed M. Sabry Aly is an Assistant Professor at Nanyang Technological University, Singapore, and the founder of EMASS. He received his Ph.D. degree in electrical and computer engineering from École Polytechnique Fédérale de Lausanne (EPFL), in 2013. He was a postdoctoral research fellow at Stanford University from 2014 till 2017.

His current research interests include system-level design and optimization of computing systems enabled by emerging technologies, with particular emphasis on computing systems for artificial intelligence. His work on system-level analysis on data-centric emerging systems has led to a US$75M DARPA program (Electronic Resurgence Initiative). He is a currently the program manager of the Singapore flagship AME programmatic project (Hardware Software Co-optimization for Deep Learning). He is an active close collaborator with top industrial and academic partners such as, Stanford University, TSMC, and Samsung. Dr. Aly is a Senior IEEE member and he was the recipient of the Swiss National Science Foundation Early Post-Doctoral Mobility Fellowship in 2013.

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Dr Ehsan Mihankhah

Nanyang Technological University, Singapore

Ehsan is an inventor, a creator, and an entrepreneur in the field of robotics and mechatronics. He got his Ph.D. in Electrical and Electronic Engineering, in 2018, from Nanyang Technological University of Singapore (NTU). He got his MSc in Mechatronics Engineering, and BSc in Electrical Engineering in 2009 and 2006 respectively.

He is currently a senior research fellow at NTU, and his current focus is on the development of the hardware and software of the visual perception systems for autonomous mobile robots and driverless cars. He has multiple international innovation awards and patents in the field of robotics and mechatronics, and he has been the co-founder of two successful start-ups in this field.

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Professor Liu Yang

Co-Founder, Scantist Pte Ltd

Professor Liu Yang is the Co-founder of Scantist Pte Ltd. He specialises in software security and artificial intelligence. His research has bridged the gap between the theory and practical usage of program analysis and AI to evaluate software for high assurance and security.

Till date, he has more than 350 publications in top tier conferences and academic journals. He has received a number of prestigious awards like the Microsoft Research Asia Fellowship, Nanyang Research Award, National Research Foundation (Singapore) Investigatorship and a dozen best paper awards. More importantly, his research has been successfully translated into the collaboration with many industry partners; and Scantist is his largest and dedicated effort to bring the latest application security research to the community.

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