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Advances in Energy Efficient Neuromorphic Computing: Ready for Artificial Intelligence at the Edge?

NOV
13
2019
13. NOV 2019

Presentation Halle B1 SEMICON EUROPA > TechARENA 1 & 2 - Technological Platform for Innovation > Disruptive Computing

14:25-14:45 Uhr | Halle B1 Tech Arena 2, Booth B1.770

Themen: SEMICON EUROPA

Format: Presentation

Sprache: Englisch

In this presentation we will present most recent technological advances in neuromorphic computing and their readiness to serve energy efficient artificial intelligence applications from Cloud to the Edge, with emphasis on Edge AI applications and challenges. We will particularly present progress in memristive and phase-change technologies for neuromorphic devices and system archhitectures, in comparison with CMOS implementations. We will address questions such as : (1) will spike-based neuromorphic systems be more successful than the artificial neural networks and (2) can they really be much faster and more efficient than biology? We will outline trends and challenges in the path towards successful implementations of learning systems that could be ubiquitously deployed for a large variety of cognitive computing and sensing at the Edge.

Informationen

Prof. Dr. Adrian Ionescu

Adrian M. Ionescu is a Full Professor at Ecole Polytechnique Fédérale de Lausanne (EPFL), Switzerland.He is director of Nanoelectronic Devices Laboratory of EPFL, and he served as Director of Doctoral Program in Microsystems and Microelectronics of EPFL. His group pioneered steep slope devices and MEMS resonators with emphasis on low power nanoelectronics. Prof. Ionescu published more than 600 articles. He is recipient of IBM Faculty Award 2013, of André Blondel Medal 2009, France, and he is an Advanced ERC Grant Awardee. He is an IEEE Fellow and he served for 6 years as Editor of IEEE TED. Since 2015 he is member of Swiss Academy of Technical Sciences.

Prof. Dr. Adrian Ionescu
Professor Nanoelectronics

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