SC12 Home > SC12 Schedule > SC12 Presentation - Beyond von Neumann With a 1 Million Element Massively Parallel Cognitive Memory

SCHEDULE: NOV 10-16, 2012

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Beyond von Neumann With a 1 Million Element Massively Parallel Cognitive Memory

SESSION: Memory Systems

EVENT TYPE: Exhibitor Forums

TIME: 4:00PM - 4:30PM

Presenter(s):Bruce McCormick

ROOM:155-C

ABSTRACT:
Presentation details a demonstrable & scalable pattern recognition system solution ("Beyond"). It is based on 1000 chips connected in parallel. Each chip integrates 1024 fully parallel and general purpose pattern recognition & machine learning memory processing elements. These 1 million memory processing elements are non- linear classifiers (kNN and Radial Basis Functions) implemented as a 3 layer network. The system provides a constant 10usec latency of fuzzy or exact vector comparison of 1 versus up to 1 million 256 byte vectors offering equivalent of .13 petaops of performance at a miserly 250 watts. It eliminates the bottleneck in traditional von Neumann architectures between processing and memory. Applications range from DNA, iris, fingerprint, hash matching to scientific modeling, video analytics & data mining including techniques such as anomaly detection, clustering, sorting, general-purpose pattern recognition and more. Green Graph 500 benchmark will be verified and presented.

Chair/Presenter Details:

Bruce McCormick - Cognimem Technologies, Inc.

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Beyond von Neumann With a 1 Million Element Massively Parallel Cognitive Memory

SESSION: Memory Systems

EVENT TYPE:

TIME: 4:00PM - 4:30PM

Presenter(s):Bruce McCormick

ROOM:155-C

ABSTRACT:
Presentation details a demonstrable & scalable pattern recognition system solution ("Beyond"). It is based on 1000 chips connected in parallel. Each chip integrates 1024 fully parallel and general purpose pattern recognition & machine learning memory processing elements. These 1 million memory processing elements are non- linear classifiers (kNN and Radial Basis Functions) implemented as a 3 layer network. The system provides a constant 10usec latency of fuzzy or exact vector comparison of 1 versus up to 1 million 256 byte vectors offering equivalent of .13 petaops of performance at a miserly 250 watts. It eliminates the bottleneck in traditional von Neumann architectures between processing and memory. Applications range from DNA, iris, fingerprint, hash matching to scientific modeling, video analytics & data mining including techniques such as anomaly detection, clustering, sorting, general-purpose pattern recognition and more. Green Graph 500 benchmark will be verified and presented.

Chair/Presenter Details:

Bruce McCormick - Cognimem Technologies, Inc.

Add to iCal  Click here to download .ics calendar file

Add to Outlook  Click here to download .vcs calendar file

Add to Google Calendarss  Click here to add event to your Google Calendar