TY - GEN
T1 - Knowledge-intensive, causal reasoning for analog circuit topology synthesis in emergent and innovative applications
AU - Jiao, Fanshu
AU - Montano, Sergio
AU - Doboli, Alex
N1 - Publisher Copyright:
© 2015 EDAA.
PY - 2015/4/22
Y1 - 2015/4/22
N2 - Analog circuit topology design has been difficult to automate. Topology synthesis involves searching an open-ended, widely extensible, and strongly discontinuous solution space. Existing algorithms cannot generate topologies beyond a constrained set of structures, or experience difficulties in evolving performance-effective yet minimal circuits. This paper proposes a new topology synthesis method that implements a design knowledge-intensive reasoning process to create novel circuit structures with all their features justified by the problem requirements. Two synthesis experiments demonstrate the capability of the method to generate circuits beyond the capabilities of existing topology synthesis algorithms.
AB - Analog circuit topology design has been difficult to automate. Topology synthesis involves searching an open-ended, widely extensible, and strongly discontinuous solution space. Existing algorithms cannot generate topologies beyond a constrained set of structures, or experience difficulties in evolving performance-effective yet minimal circuits. This paper proposes a new topology synthesis method that implements a design knowledge-intensive reasoning process to create novel circuit structures with all their features justified by the problem requirements. Two synthesis experiments demonstrate the capability of the method to generate circuits beyond the capabilities of existing topology synthesis algorithms.
UR - https://www.scopus.com/pages/publications/84945966354
U2 - 10.7873/date.2015.0345
DO - 10.7873/date.2015.0345
M3 - Conference contribution
AN - SCOPUS:84945966354
T3 - Proceedings -Design, Automation and Test in Europe, DATE
SP - 1144
EP - 1149
BT - Proceedings of the 2015 Design, Automation and Test in Europe Conference and Exhibition, DATE 2015
PB - Institute of Electrical and Electronics Engineers Inc.
T2 - 2015 Design, Automation and Test in Europe Conference and Exhibition, DATE 2015
Y2 - 9 March 2015 through 13 March 2015
ER -