Neuromorphic Computing and Beyond - read free eBook in online reader or directly download on the web page. Select files or add your book in reader. Download and read online ebook Neuromorphic Computing and Beyond write by Khaled Salah Mohamed. This book was released on 2020-01-25. Neuromorphic Computing and Beyond available in PDF, EPUB and Kindle. This book discusses and compares several new trends that can be used to overcome Moore’s law limitations, including Neuromorphic, Approximate, Parallel, In Memory, and Quantum Computing. The author shows how these paradigms are used to enhance computing capability as developers face the practical and physical limitations of scaling, while the demand for computing power keeps increasing. The discussion includes a state-of-the-art overview and the essential details of each of these paradigms.
Silicon Photonics for High-Performance Computing and Beyond
Silicon Photonics for High-Performance Computing and Beyond - read free eBook in online reader or directly download on the web page. Select files or add your book in reader. Download and read online ebook Silicon Photonics for High-Performance Computing and Beyond write by Mahdi Nikdast. This book was released on 2021-11-16. Silicon Photonics for High-Performance Computing and Beyond available in PDF, EPUB and Kindle. Silicon photonics is beginning to play an important role in driving innovations in communication and computation for an increasing number of applications, from health care and biomedical sensors to autonomous driving, datacenter networking, and security. In recent years, there has been a significant amount of effort in industry and academia to innovate, design, develop, analyze, optimize, and fabricate systems employing silicon photonics, shaping the future of not only Datacom and telecom technology but also high-performance computing and emerging computing paradigms, such as optical computing and artificial intelligence. Different from existing books in this area, Silicon Photonics for High-Performance Computing and Beyond presents a comprehensive overview of the current state-of-the-art technology and research achievements in applying silicon photonics for communication and computation. It focuses on various design, development, and integration challenges, reviews the latest advances spanning materials, devices, circuits, systems, and applications. Technical topics discussed in the book include: • Requirements and the latest advances in high-performance computing systems • Device- and system-level challenges and latest improvements to deploy silicon photonics in computing systems • Novel design solutions and design automation techniques for silicon photonic integrated circuits • Novel materials, devices, and photonic integrated circuits on silicon • Emerging computing technologies and applications based on silicon photonics Silicon Photonics for High-Performance Computing and Beyond presents a compilation of 19 outstanding contributions from academic and industry pioneers in the field. The selected contributions present insightful discussions and innovative approaches to understand current and future bottlenecks in high-performance computing systems and traditional computing platforms, and the promise of silicon photonics to address those challenges. It is ideal for researchers and engineers working in the photonics, electrical, and computer engineering industries as well as academic researchers and graduate students (M.S. and Ph.D.) in computer science and engineering, electronic and electrical engineering, applied physics, photonics, and optics.
Beyond Silicon: Advancements and Trends in Modern Computer Technology
Beyond Silicon: Advancements and Trends in Modern Computer Technology - read free eBook in online reader or directly download on the web page. Select files or add your book in reader. Download and read online ebook Beyond Silicon: Advancements and Trends in Modern Computer Technology write by Dr. R. Sarankumar. This book was released on 2023-02-07. Beyond Silicon: Advancements and Trends in Modern Computer Technology available in PDF, EPUB and Kindle. Discover the latest trends and advancements in computer technology beyond traditional silicon-based systems. This book highlights innovations in hardware and computing paradigms, providing a glimpse into the future of technology and its potential to reshape industries.
Neuromorphic Photonics
Neuromorphic Photonics - read free eBook in online reader or directly download on the web page. Select files or add your book in reader. Download and read online ebook Neuromorphic Photonics write by Paul R. Prucnal. This book was released on 2017-05-08. Neuromorphic Photonics available in PDF, EPUB and Kindle. This book sets out to build bridges between the domains of photonic device physics and neural networks, providing a comprehensive overview of the emerging field of "neuromorphic photonics." It includes a thorough discussion of evolution of neuromorphic photonics from the advent of fiber-optic neurons to today’s state-of-the-art integrated laser neurons, which are a current focus of international research. Neuromorphic Photonics explores candidate interconnection architectures and devices for integrated neuromorphic networks, along with key functionality such as learning. It is written at a level accessible to graduate students, while also intending to serve as a comprehensive reference for experts in the field.
Memristive Devices for Brain-Inspired Computing
Memristive Devices for Brain-Inspired Computing - read free eBook in online reader or directly download on the web page. Select files or add your book in reader. Download and read online ebook Memristive Devices for Brain-Inspired Computing write by Sabina Spiga. This book was released on 2020-06-12. Memristive Devices for Brain-Inspired Computing available in PDF, EPUB and Kindle. Memristive Devices for Brain-Inspired Computing: From Materials, Devices, and Circuits to Applications—Computational Memory, Deep Learning, and Spiking Neural Networks reviews the latest in material and devices engineering for optimizing memristive devices beyond storage applications and toward brain-inspired computing. The book provides readers with an understanding of four key concepts, including materials and device aspects with a view of current materials systems and their remaining barriers, algorithmic aspects comprising basic concepts of neuroscience as well as various computing concepts, the circuits and architectures implementing those algorithms based on memristive technologies, and target applications, including brain-inspired computing, computational memory, and deep learning. This comprehensive book is suitable for an interdisciplinary audience, including materials scientists, physicists, electrical engineers, and computer scientists. - Provides readers an overview of four key concepts in this emerging research topic including materials and device aspects, algorithmic aspects, circuits and architectures and target applications - Covers a broad range of applications, including brain-inspired computing, computational memory, deep learning and spiking neural networks - Includes perspectives from a wide range of disciplines, including materials science, electrical engineering and computing, providing a unique interdisciplinary look at the field
