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

EVENT TYPE: Panels

TIME: 8:30AM - 10:00AM

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

ROOM:391-92

ABSTRACT:

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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