Machine Learning Based Design And Optimization Of High Speed Circuits
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Machine Learning-based Design and Optimization of High-Speed Circuits
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.
Micro Electronic Circuit Design for High Performance Applications
Microelectronic Circuit Design for High-Performance Applications is a comprehensive that explores advanced circuit design principles tailored for high-speed, low-power, and efficient electronic systems. Topics such as semiconductor devices, analog and digital circuit design, signal integrity, and power management, the book provides in-depth insights into optimizing performance in modern electronic applications. It integrates theoretical foundations with practical design methodologies, making it valuable for engineers, researchers, and students involved in cutting-edge microelectronics. With a focus on emerging technologies, the addresses challenges in miniaturization, integration, and high-frequency operation, ensuring relevance in contemporary and future electronic design.
Exploring the Intricacies of Digital and Analog VLSI
Advancements in Very Large Scale Integration (VLSI) technology are at the heart of modern electronic innovation, enabling the integration of millions of transistors onto a single chip. This field is essential for developing efficient, high-performance systems that power everything from smartphones to advanced computing technologies. By addressing both digital and analog VLSI design, this topic explores the challenges and solutions involved in optimizing power, signal integrity, and functionality. The impact of VLSI extends across industries, driving technological progress and shaping the future of electronics in an increasingly interconnected world. Exploring the Intricacies of Digital and Analog VLSI explores advanced techniques, practical applications, and emerging trends in both digital and analog VLSI. It consolidates existing knowledge while introducing cutting-edge methodologies and insights, shaping the trajectory of future research endeavors in VLSI. This book covers topics such as electrical engineering, optimization techniques, and computer science, and is a useful resource for engineers, computer scientists, academicians, and researchers.