Bidirectional Modifiable Synaptic Element for Artificial Neural Networks (ANNs)

Award Information
Agency:
Department of Defense
Branch:
Navy
Amount:
$55,136.00
Award Year:
1992
Program:
SBIR
Phase:
Phase I
Contract:
N/A
Agency Tracking Number:
18213
Solicitation Year:
N/A
Solicitation Topic Code:
N/A
Solicitation Number:
N/A
Small Business Information
Tanner Research, Inc.
180 N. Vinedo Ave., Pasadena, CA, 91107
Hubzone Owned:
N
Socially and Economically Disadvantaged:
N
Woman Owned:
N
Duns:
N/A
Principal Investigator
 Massimo Sivilotti
 (818) 792-3000
Business Contact
Phone: () -
Research Institution
N/A
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.

* information listed above is at the time of submission.

Agency Micro-sites

US Flag An Official Website of the United States Government