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

Machine Learning-based Design and Optimization of High-Speed Circuits
Title Machine Learning-based Design and Optimization of High-Speed Circuits PDF eBook
Author Vazgen Melikyan
Publisher Springer Nature
Pages 351
Release 2024-01-31
Genre Technology & Engineering
ISBN 3031507142

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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.

Tunneling Field Effect Transistors

Tunneling Field Effect Transistors
Title Tunneling Field Effect Transistors PDF eBook
Author T. S. Arun Samuel
Publisher CRC Press
Pages 317
Release 2023-06-08
Genre Technology & Engineering
ISBN 1000877809

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This book will give insight into emerging semiconductor devices from their applications in electronic circuits, which form the backbone of electronic equipment. It provides desired exposure to the ever-growing field of low-power electronic devices and their applications in nanoscale devices, memory design, and biosensing applications. Tunneling Field Effect Transistors: Design, Modeling and Applications brings researchers and engineers from various disciplines of the VLSI domain to together tackle the emerging challenges in the field of nanoelectronics and applications of advanced low-power devices. The book begins by discussing the challenges of conventional CMOS technology from the perspective of low-power applications, and it also reviews the basic science and developments of subthreshold swing technology and recent advancements in the field. The authors discuss the impact of semiconductor materials and architecture designs on TFET devices and the performance and usage of FET devices in various domains such as nanoelectronics, Memory Devices, and biosensing applications. They also cover a variety of FET devices, such as MOSFETs and TFETs, with various structures based on the tunneling transport phenomenon. The contents of the book have been designed and arranged in such a way that Electrical Engineering students, researchers in the field of nanodevices and device-circuit codesign, as well as industry professionals working in the domain of semiconductor devices, will find the material useful and easy to follow.

New Materials and Devices Enabling 5G Applications and Beyond

New Materials and Devices Enabling 5G Applications and Beyond
Title New Materials and Devices Enabling 5G Applications and Beyond PDF eBook
Author Nadine Collaert
Publisher Elsevier
Pages 369
Release 2024-01-24
Genre Technology & Engineering
ISBN 0128234504

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New Materials and Devices for 5G Applications and Beyond focuses on the materials, device architectures and enabling integration schemes for 5G applications and emerging technologies. It gives a comprehensive overview of the trade-offs, challenges and unique properties of novel upcoming technologies. Starting from the application side and its requirements, the book examines different technologies under consideration for the different functions, both more conventional to exploratory, and within this context the book provides guidance to the reader on how to possibly optimize the system for a particular application. This book aims at guiding the reader through the technologies required to enable 5G applications, with the main focus on mm-wave frequencies, up to THz. New Materials and Devises for 5G Applications and Beyond is suitable for industrial researchers and development engineers, and researchers in materials science, device engineering and circuit design. - Reviews challenges and emerging opportunities for materials, devices, and integration to enable 5G technologies - Includes discussion of technologies such as RF-MEMs, RF FINFETs, and transistors based on current and emerging materials (InP, GaN, etc.) - Focuses on mm-wave frequencies up to the terahertz regime

Advances in Neural Computation, Machine Learning, and Cognitive Research VI

Advances in Neural Computation, Machine Learning, and Cognitive Research VI
Title Advances in Neural Computation, Machine Learning, and Cognitive Research VI PDF eBook
Author Boris Kryzhanovsky
Publisher Springer Nature
Pages 585
Release 2022-10-18
Genre Technology & Engineering
ISBN 3031190327

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This book describes new theories and applications of artificial neural networks, with a special focus on answering questions in neuroscience, biology and biophysics and cognitive research. It covers a wide range of methods and technologies, including deep neural networks, large-scale neural models, brain–computer interface, signal processing methods, as well as models of perception, studies on emotion recognition, self-organization and many more. The book includes both selected and invited papers presented at the XXIV International Conference on Neuroinformatics, held on October 17–21, 2022, in Moscow, Russia.

Micro and Nanoelectronics Devices, Circuits and Systems

Micro and Nanoelectronics Devices, Circuits and Systems
Title Micro and Nanoelectronics Devices, Circuits and Systems PDF eBook
Author Trupti Ranjan Lenka
Publisher Springer Nature
Pages 519
Release 2022-09-12
Genre Technology & Engineering
ISBN 9811923086

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This book presents select proceedings of the International Conference on Micro and Nanoelectronics Devices, Circuits and Systems (MNDCS-2022). The book includes cutting-edge research papers in the emerging fields of micro and nanoelectronics devices, circuits, and systems from experts working in these fields over the last decade. The book is a unique collection of chapters from different areas with a common theme and is immensely useful to academic researchers and practitioners in the industry who work in this field.

Flexible Electronics for Electric Vehicles

Flexible Electronics for Electric Vehicles
Title Flexible Electronics for Electric Vehicles PDF eBook
Author Sanjeet Dwivedi
Publisher Springer Nature
Pages 642
Release 2022-10-04
Genre Technology & Engineering
ISBN 9811905886

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This book compiles the refereed papers presented during the 2nd Flexible Electronics for Electric Vehicles (FlexEV - 2021). It presents the diligent work of the research community on flexible electronics applications in different allied fields of engineering - engineering materials to electrical engineering to electronics and communication engineering. The theoretical research concepts are supported with extensive reviews highlighting the trends in the possible and real-life applications of electric vehicles. This book will be useful for research scholars, electric vehicles professionals, driving system designers, and postgraduates from allied domains. This book incorporates economical and efficient electric vehicle driving and the latest innovations in electric vehicle technology with their paradigms and methods that employ knowledge in the research community.

Emerging Materials

Emerging Materials
Title Emerging Materials PDF eBook
Author Laxman Raju Thoutam
Publisher Springer Nature
Pages 472
Release 2022-05-13
Genre Science
ISBN 9811913129

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This book serves as a quick guide on the latest material systems including their synthesis, fabrication and characterization techniques. It discusses recent developments in different material systems and discusses their novel applications in various branches of science and engineering. The book briefs latest computational tools and techniques that are used to discover new material systems. The book also briefs applications of new emerging materials in various fields including, healthcare, sensors, opto-electronics, high power devices and nano-electronics. This book helps to create a synergy between computational and experimental research methods to better understand a particular material system.