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Analog circuit design knowledge mining and circuit causal information modeling

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dc.contributor.advisor Doboli, Alex en_US
dc.contributor.author Jiao, Fanshu en_US
dc.contributor.other Department of Electrical Engineering en_US
dc.date.accessioned 2017-09-20T16:52:41Z
dc.date.available 2017-09-20T16:52:41Z
dc.date.issued 2016-12-01 en_US
dc.identifier.uri http://hdl.handle.net/11401/77440 en_US
dc.description 196 pgs en_US
dc.description.abstract This thesis proposes novel approaches for analog circuit design knowledge mining and circuit causal information modeling. In particular, knowledge mining discovers and decomposes analog circuit design knowledge into three components: (1) a conceptual hierarchy for a group of circuit topologies, (2) circuits' performance capabilities (including trade-offs and bottlenecks), and (3) circuits' design causal reasoning strategies. Causal reasoning strategies lead to the development of reasoning-based topology synthesis and design verification, thus bring new perspective to existing approaches. Extended from performance capabilities, the thesis proposes circuit causal information modeling, which models relations of parameters deciding circuit performance attributes and coupling with other parameters. Different causal information measure reveals ordered parameter sequence and circuit sizing strategy. en_US
dc.description.sponsorship This work is sponsored by the Stony Brook University Graduate School in compliance with the requirements for completion of degree. en_US
dc.format Monograph en_US
dc.format.medium Electronic Resource en_US
dc.language.iso en_US en_US
dc.publisher The Graduate School, Stony Brook University: Stony Brook, NY. en_US
dc.subject.lcsh Electrical engineering en_US
dc.subject.other Analog circuit design automation, Causal information modeling, Design knowledge mining, Design verification, Topology synthesis en_US
dc.title Analog circuit design knowledge mining and circuit causal information modeling en_US
dc.type Dissertation en_US
dc.mimetype Application/PDF en_US
dc.contributor.committeemember Stanacevic, Milutin en_US
dc.contributor.committeemember Salman, Emre en_US
dc.contributor.committeemember Milder, Peter en_US
dc.contributor.committeemember Li, Xin en_US

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