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Titlebook: Machine Learning-based Design and Optimization of High-Speed Circuits; Vazgen Melikyan Book 2024 The Editor(s) (if applicable) and The Aut

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發(fā)表于 2025-3-21 18:56:51 | 只看該作者 |倒序?yàn)g覽 |閱讀模式
書(shū)目名稱Machine Learning-based Design and Optimization of High-Speed Circuits
編輯Vazgen Melikyan
視頻videohttp://file.papertrans.cn/621/620745/620745.mp4
概述Describes methods of design and optimization of circuits which can exchange information at 128/256/512 GB per second;.Includes methods for practically all types of high-speed circuits: mixed-signal, h
圖書(shū)封面Titlebook: Machine Learning-based Design and Optimization of High-Speed Circuits; Vazgen Melikyan Book 2024 The Editor(s) (if applicable) and The Aut
描述.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. .
出版日期Book 2024
關(guān)鍵詞IC Design and Optimization; IC Design using machine learning; High Speed Circuits; Design of high perfo
版次1
doihttps://doi.org/10.1007/978-3-031-50714-4
isbn_softcover978-3-031-50716-8
isbn_ebook978-3-031-50714-4
copyrightThe Editor(s) (if applicable) and The Author(s), under exclusive license to Springer Nature Switzerl
The information of publication is updating

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Machine Learning-based Design and Optimization of High-Speed Circuits978-3-031-50714-4
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發(fā)表于 2025-3-22 02:43:48 | 只看該作者
Means to Accelerate Transfer of Information Between Integrated Circuits,, due to the introduction of low-input high-speed comparators, doubles the frequency of data processing by only 16% increase in power consumption..A method for constructing a signal processing system transmitted by Pulse Amplitude Modulation (PAM4) is proposed, which, due to data storage and paralle
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Design of High-performance Heterogeneous Integrated Circuits,ed circuits, which, due to mixed-signal architecture, provides delay decrease at least 50% due to an increase in the occupied area by an average of 21%..A method was proposed for implementing the architecture of heterogeneous integrated circuits, which, due to a scheduler, memory management unit, di
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Design of Digital Integrated Circuits by Improving the Characteristics of Digital Cells,e of approximately 11.2% in the number of cell abutments..Method for pin accessibility prediction and optimization is proposed, in which, due to inter-cell spacing rule generation, design rules’ violation count has been decreased by 47%, in the case of only a 23% increase of the total tool runtime..
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in the subsequent sections. The target audience primarily comprises researchers and professionals in the field of control theory, but the book may also be beneficial for graduate students alike.?.978-3-319-89254-2978-3-319-73651-8Series ISSN 2197-117X Series E-ISSN 2197-1161
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