Machine Learning-based Design and Optimization of High-Speed Circuits

Author:   Vazgen Melikyan
Publisher:   Springer International Publishing AG
ISBN:  

9783031507168


Pages:   338
Publication Date:   04 January 2025
Format:   Paperback
Availability:   Manufactured on demand   Availability explained
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Machine Learning-based Design and Optimization of High-Speed Circuits


Overview

This book describes machine learning-based new principles, methods of design and optimization of high-speed integrated circuits, included in one electronic system, which can exchange information between each other up to 128/256/512 Gbps speed. The efficiency of methods has been proven and is described on the examples of practical designs. This will enable readers to use them in similar electronic system designs. The author demonstrates newly developed principles and methods to accelerate communication between ICs, working in non-standard operating conditions, considering signal deviation compensation with linearity self-calibration. The observed circuit types also include but are not limited to mixed-signal, high performance heterogeneous integrated circuits as well as digital cores.

Full Product Details

Author:   Vazgen Melikyan
Publisher:   Springer International Publishing AG
Imprint:   Springer International Publishing AG
ISBN:  

9783031507168


ISBN 10:   3031507169
Pages:   338
Publication Date:   04 January 2025
Audience:   Professional and scholarly ,  Professional & Vocational
Format:   Paperback
Publisher's Status:   Active
Availability:   Manufactured on demand   Availability explained
We will order this item for you from a manufactured on demand supplier.

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Author Information

Dr. Vazgen Melikyan – Director of Educational Department Vazgen joined Synopsys in 2004 as Director of Educational Department and is the Head since its establishment. Vazgen holds BS from Yerevan Polytechnic Institute, Ph.D. from Moscow Engineering-Physics Institute, Sc.D. and full Professor from National Polytechnic University of Armenia, Corresponding Member of National Academy of Sciences of Armenia. Vazgen is a member of Program Committee or Head of sessions in various international scientific conferences, Head of Boards in defenses of dissertations. He is the author of 12 monographs, more than 350 scientific and 135 methodical publications, more than 150 courses, had more than 190 reports in international conferences. 72 PhD dissertations have been carried out and successfully defended under his supervision. In addition, he is the President of Program Committee of Annual International Microelectronics Olympiad of Armenia, Head of Armenia’s Presidential Award Committee in the sector of science and technology, Executive Secretary of Educational Awards of Armenia in IT sector. Vazgen has been conferred various awards and prizes, including the title of Honorable Scientist of the Republic of Armenia, “President of the Republic Prize” in “Technical Sciences and Information Technologies”, “Best Paper” Awards in various international conferences, he is Honorable professor of several universities, including National Research University MIET and European Academy of Armenia.

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