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NEURAL NETWORKS APPLIED TO SEISMIC PROCESSING

Award Information

Agency:
Department of Defense
Branch:
Defense Advanced Research Projects Agency
Award ID:
9751
Program Year/Program:
1989 / SBIR
Agency Tracking Number:
9751
Solicitation Year:
N/A
Solicitation Topic Code:
N/A
Solicitation Number:
N/A
Small Business Information
GEO-CENTERS, INC.
7 Wells Avenue Newton Centre, MA 02459
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Woman-Owned: No
Minority-Owned: No
HUBZone-Owned: No
 
Phase 1
Fiscal Year: 1989
Title: NEURAL NETWORKS APPLIED TO SEISMIC PROCESSING
Agency / Branch: DOD / DARPA
Contract: N/A
Award Amount: $49,758.00
 

Abstract:

GEO-CENTERS, INC. PROPOSES TO DEMONSTRATE THE FEASIBILITY OF USING A NEURAL NETWORK TO ANALYZE SEISMIC DATA TO CLASSIFY EARTHQUAKES, NUCLEAR BLASTS, AND CHEMICAL BLASTS. USING TIME AND FREQUENCY DOMAIN INFORMATION FROM IDENTIFIED PHASES A NEURAL NETWORK WILL BE TAUGHT USING DATA AVAILABLE FROM THE CENTER FOR SEISMIC STUDIES. A MULTILAYER NEURAL NETWORK WILL BE EMPLOYED HAVING AN INPUT LAYER, A HIDDEN LAYER AND AN OUTPUT LAYER. A BACK PROPAGATION PROCEDURE WILL TRAIN THE NETWORK TO PERFORM THE MAPPING FROM PHASE DATA TO THE CORRECT CLASSIFICATION OF THE EVENT.

Principal Investigator:

Sheldon S Sandler
6179647070

Business Contact:

Small Business Information at Submission:

Geo-centers Inc
7 Wells Ave Newton Centre, MA 02159

EIN/Tax ID:
DUNS: N/A
Number of Employees:
Woman-Owned: No
Minority-Owned: No
HUBZone-Owned: No