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Bidirectional Modifiable Synaptic Element for Artificial Neural Networks (ANNs)

Award Information

Agency:
Department of Defense
Branch:
Navy
Award ID:
18213
Program Year/Program:
1992 / SBIR
Agency Tracking Number:
18213
Solicitation Year:
N/A
Solicitation Topic Code:
N/A
Solicitation Number:
N/A
Small Business Information
Tanner Research, Inc.
825 S. Myrtle Ave. Monrovia, CA -
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Woman-Owned: No
Minority-Owned: No
HUBZone-Owned: No
 
Phase 1
Fiscal Year: 1992
Title: Bidirectional Modifiable Synaptic Element for Artificial Neural Networks (ANNs)
Agency / Branch: DOD / NAVY
Contract: N/A
Award Amount: $55,136.00
 

Abstract:

To build fast inexpensive artificial neural network hardware, a high-performance but compact synapse circuit is required. Digital implementations require large synapse circuits. Existing analog synapse designs are highly non- linear or require expensive fabrication processes. Our new linear synapse circuit is small, allows for on-chip learning, and uses standard CMOS bulk technology and so resulting neural network chips can be fabricated inexpensively by many vendors. We propose to develop, simulate, layout, and fabricate our new linear synapse circuit during Phase I. We expect to show density improvements of more than 100 over existing circuit designs. This proposed research applies our experience in analog circuits and neural network circuits to create a major improvement in functionality of artificial neural network systems.

Principal Investigator:

Massimo Sivilotti
8187923000

Business Contact:

Small Business Information at Submission:

Tanner Research, Inc.
180 N. Vinedo Ave. Pasadena, CA 91107

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