Tera-Ops Processing for ATR

Tera-Ops Processing for ATR

A three-dimensional microelectronic device (3DANN-R) capable of performing general image convolution at the speed of 1012 operations/second (ops) in a volume of less than 1.5 cubic centimeter has been successfully built under the BMDO/JPL VIGILANTE program. 3DANN-R was developed in partnership with...

Ausführliche Beschreibung

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Bibliographische Detailangaben
Hauptverfasser: Udomkesmalee, Suraphol, Padgett, Curtis, Zhu, David, Lung, Gerald, Howard, Ayanna
Format: Report
Sprache:eng
Schlagworte:
CALIFORNIA
CIRCUITS
COMPUTATIONS
Computer Programming and Software
COMPUTER PROGRAMS
COMPUTER VISION
CONVOLUTION
DATA PROCESSING
DATA RATE
DEPLOYMENT
DETECTORS
Electrical and Electronic Equipment
ENGINES
HIGH RATE
INTERCEPTORS
MATCHING
MICROELECTRONICS
PASSIVE SYSTEMS
POWER
PROCESSING
SPECTROMETERS
TARGET RECOGNITION
TEMPLATES
THREE DIMENSIONAL
VIDEO FRAMES
VIDEO SIGNALS
VIGILANTE COMPUTER PROGRAM
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Beschreibung
Zusammenfassung:A three-dimensional microelectronic device (3DANN-R) capable of performing general image convolution at the speed of 1012 operations/second (ops) in a volume of less than 1.5 cubic centimeter has been successfully built under the BMDO/JPL VIGILANTE program. 3DANN-R was developed in partnership with Irvine Sensors Corp., Costa Mesa, California. 3DANN-R is a sugar-cube-sized, low power image convolution engine that in its core computation circuitry is capable of performing 64 image convolutions with large (64x64) windows at video frame rates. This paper explores potential applications of 3DANN-R such as target recognition, SAR and hyperspectral data processing, and general machine vision using real data and discuss technical challenges for providing deployable systems for BMDO surveillance and interceptor programs.