A Non-Random Exploration based Method for the optimization of Capacitors in Power Delivery Networks

This paper proposes a non-random exploration based method to optimize the response of power delivery network (PDN) using the minimum number of capacitors. Unlike previous optimization methods which are based on either full search or random exploration (machine learning etc), the present method requi...

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Bibliographic Details
Published in2020 IEEE 29th Conference on Electrical Performance of Electronic Packaging and Systems (EPEPS) pp. 1 - 3
Main Authors Han, Seunghyup, Swaminathan, Madhavan
Format Conference Proceeding
LanguageEnglish
Published IEEE 01.10.2020
Subjects
Decoupling capacitor
power delivery network (PDN)
target impedance
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Summary:This paper proposes a non-random exploration based method to optimize the response of power delivery network (PDN) using the minimum number of capacitors. Unlike previous optimization methods which are based on either full search or random exploration (machine learning etc), the present method requires few simulations to converge to the minimum decoupling capacitor solution. The results show that the proposed method is more robust based on comparisons.
ISSN:2165-4115
DOI:10.1109/EPEPS48591.2020.9231448