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Modelling Methodologies in Analogue Integrated Circuit Design (Hardcover)
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Modelling Methodologies in Analogue Integrated Circuit Design (Hardcover)
Series: Materials, Circuits and Devices
Expected to ship within 10 - 15 working days
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Modelling Methodologies in Analogue Integrated Circuit Design
provides a holistic view of modelling for analogue, high frequency,
mixed signal, and heterogeneous systems for designers working
towards improving efficiency, reducing design times, and addressing
the challenges of representing aging, variability, and other
technical challenges at the nanometre scale. The book begins by
introducing the concept, history, and development of circuit design
up to the present day. The first half of the book then covers
various modelling methodologies and addresses model accuracy and
verification. Modelling approaches are introduced theoretically
along with simple examples to demonstrate the concepts. Later
chapters approach modelling from the application point of view,
including case studies from the vast domain of integrated circuit
design. Topics covered include response surface modeling; machine
learning; data-driven and physics-based modeling; verification of
modelling: metrics and methodologies; an overview of modern,
automated analog circuit modeling methods; machine learning
techniques for the accurate modeling of integrated inductors for RF
applications; modeling of variability and reliability in analog
circuits; modeling of pipeline ADC functionality and
non-idealities; power systems modelling; case study - an efficient
design and layout of a 3D accelerometer by automated synthesis; and
sensing schemes for spintronic resistive memories.
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