sponsored byIEEEACMThe International Conference for High Performance 
Computing, Networking, Storage and Analysis
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SCHEDULE: NOV 16-21, 2014

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Beyond Von Neumann, Neuromophic Systems and Architectures

SESSION: Beyond Von Neumann, Neuromophic Systems and Architectures


TIME: 8:30AM - 10:00AM

Panelists:Mark E. Dean, Daniel Hammerstrom, Jacob Vogelstein, Karlheinz Meier, Jeff Krichmar, Dhireesha Kudithipudi, Dharmendra Moda



Technology has enabled people, businesses, governments, and societies to be more instrumented, interconnected and knowledgeable of their environment and socio-economic conditions that can impact their wellbeing. Unfortunately, conventional computing systems have a difficult time pulling timely and useful insight from the tsunami of real-time, noisy, low-precision, uncorrelated, spatio-temporal, multimodal, “natural” data that are collected. Conventional systems are constrained by power consumption, physical size, network limitations and processing speed. A new, unconventional approach is needed to move beyond the bottlenecks of von Neumann architecture systems to enable the efficient and effective use of exa-scale real-time natural data.

Panelists include representatives from academia, industry and government. The panel will discuss how recent progress in neuromorphic (neuro-inspired) architectures and systems will enable computational systems to gain insight from large real-time data-sets. The panelists will compare and contrast existing approaches, explore target applications, and consider the challenges faced in their deployment and adoption.

Moderator/Panelist Details:

Mark E. Dean (Moderator) - University of Tennessee, Knoxville

Daniel Hammerstrom - Defense Advanced Research Projects Agency

Jacob Vogelstein - Intelligence Advanced Research Projects Activity

Karlheinz Meier - Heidelberg University

Jeff Krichmar - University of California, Irvine

Dhireesha Kudithipudi - Rochester Institute of Technology

Dharmendra Moda - IBM Corporation

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