SBIR/STTR Research Award
TRANSPUTER/NEURAL NET ASW DATA CLASSIFICATION SYSTEM
Award amount
$49,828Program and phase
SBIR · Phase IAward year
1991Award details
- Awarding agency
- Department of Defense
- Branch
- Navy
- Recipient company
- Galaxy Microsystems, Inc.
- Proposal award date
- Not reported
- Contract end date
- Not reported
- UEI
- Not reported
- Solicitation number
- Not reported
- Topic code
- Not reported
Research abstract
A TRANSPUTER BASED ASW DATA CLASSIFICATION SYSTEM IS PROPOSED. DEDICATED TRANSPUTER MODULES (TRAMS), POSSIBLY DISTRIBUTED OVER A LOCAL AREA NETWORK (LAN), PREPARE SENSOR REPORTS FROM VARIOUS SOURCES FOR INPUT TO A PROBABILISTIC NEURAL NET (PNN). THE PNN IS IMPLEMENTED ON ONE OR MORE TRAMS, AND ASSOCIATES DATA FIELDS WITH TRACK CLASSIFICATION CATEGORIES. MEASURES OF CONFIDENCE ARE PROVIDED AT THE PNN OUTPUT NODES AND MADE AVAILABLE TO THE USER. THE PHASE I PROGRAM DEMONSTRATES THE FEASIBILITY OF SUCH A SYSTEM TO CORRELATE ASW TACTICAL DECISION AID (TDA) REPORTS. PHASE II WILL THEN INSTALL THE ANALYSIS SYSTEM AT SELECTED CUSTOMER FACILITIES.
Technology keywords
Not reported