Neuromorphic Photonic Devices And Applications

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Neuromorphic Photonic Devices and Applications

Min Gu,Elena Goi,Yangyundou Wang,Zhengfen Wan,Yibo Dong,Yuchao Zhang,Haoyi Yu
Neuromorphic Photonic Devices and Applications Book PDF

Author : Min Gu,Elena Goi,Yangyundou Wang,Zhengfen Wan,Yibo Dong,Yuchao Zhang,Haoyi Yu
Publisher : Elsevier
Page : 415 pages
File Size : 50,6 Mb
Release : 2023-12-15
Category : Technology & Engineering
ISBN : 9780323972604

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Neuromorphic Photonic Devices and Applications by Min Gu,Elena Goi,Yangyundou Wang,Zhengfen Wan,Yibo Dong,Yuchao Zhang,Haoyi Yu Pdf

Neuromorphic Photonic Devices and Applications synthesizes the most critical advances in photonic neuromorphic models, photonic material platforms and accelerators for neuromorphic computing. The book discusses fields and applications that can leverage these new platforms. A brief review of the historical development of the field is followed by a discussion of the emerging 2D photonic materials platforms and recent work in implementing neuromorphic models and 3D neuromorphic systems. The application of artificial intelligence (AI), such as neuromorphic models to inverse design neuromorphic materials and devices and predict performance challenges is discussed throughout. Finally, a comprehensive overview of the applications of neuromorphic photonic technologies and the challenges, opportunities and future prospects is discussed, making the book suitable for researchers and practitioners in academia and R&D in the multidisciplinary field of photonics. Includes overview of primary scientific concepts for the research topic of neuromorphic photonics such as neurons as computational units, artificial intelligence, machine learning and neuromorphic models Reviews the latest advances in photonic materials, device platforms and enabling technology drivers of neuromorphic photonics Discusses potential applications in computing and optical communications

Neuromorphic Photonics

Paul R. Prucnal,Bhavin J. Shastri
Neuromorphic Photonics Book PDF

Author : Paul R. Prucnal,Bhavin J. Shastri
Publisher : CRC Press
Page : 412 pages
File Size : 50,5 Mb
Release : 2017-05-08
Category : Science
ISBN : 9781498725248

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Neuromorphic Photonics by Paul R. Prucnal,Bhavin J. Shastri Pdf

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.

Neuromorphic Photonics

Paul R. Prucnal
Neuromorphic Photonics Book PDF

Author : Paul R. Prucnal
Publisher : Unknown
Page : 445 pages
File Size : 52,6 Mb
Release : 2017
Category : Neural networks (Computer science)
ISBN : 1351987623

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Neuromorphic Photonics by Paul R. Prucnal Pdf

"As societys appetite for information continues to grow, so does our need to process this information with increasing speed and versatility. Conventional one-size-fits-all solutions offered by digital electronics can no longer satisfy this need, as Moores law, interconnection density, and the von Neumann architecture reach their limits. These limitations are already being felt in advanced applications such as cognitive radio, adaptive control, and scientific computing. With its superior speed and reconfigurability, analog photonics can provide some relief to these problems; however, complex applications of analog photonics have remained largely unexplored due to the absence of a robust photonic integration industry. Recently, the landscape for commercially-manufacturable photonic chips has been changing rapidly and now promises to achieve economies of scale previously enjoyed solely by microelectronics. Despite the advent of commercially-viable photonic integration platforms, significant challenges still remain before scalable analog photonic processors can be realized. A central challenge is the development of mathematical bridges linking photonic device physics to models of complex analog information processing. Among such models, those of neural networks are perhaps the most widely studied and used by engineering communities. 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 todays 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."--Provided by publisher.

Integrated Nanophotonics

Peng Yu,Hongxing Xu,Zhiming Wang
Integrated Nanophotonics Book PDF

Author : Peng Yu,Hongxing Xu,Zhiming Wang
Publisher : John Wiley & Sons
Page : 389 pages
File Size : 54,8 Mb
Release : 2023-05-31
Category : Technology & Engineering
ISBN : 9783527833047

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Integrated Nanophotonics by Peng Yu,Hongxing Xu,Zhiming Wang Pdf

Integrated Nanophotonics Helps readers understand the important advances in nanophotonics materials development and their latest applications This book introduces the current state of and emerging trends in the development of integrated nanophotonics. Written by three well-qualified authors, it systematically reviews the knowledge of integrated nanophotonics from theory to the most recent technological developments. It also covers the applications of integrated nanophotonics in essential areas such as neuromorphic computing, biosensing, and optical communications. Lastly, it brings together the latest advancements in the key principles of photonic integrated circuits, plus the recent advances in tackling the barriers in photonic integrated circuits. Sample topics included in this comprehensive resource include: Platforms for integrated nanophotonics, including lithium niobate nanophotonics, indium phosphide nanophotonics, silicon nanophotonics, and nonlinear optics for integrated photonics The devices and technologies for integrated nanophotonics in on-chip light sources, optical packaging of photonic integrated circuits, optical interconnects, and light processing devices Applications on neuromorphic computing, biosensing, LIDAR, and computing for AI and artificial neural network and deep learning Materials scientists, physicists, and physical chemists can use this book to understand the totality of cutting-edge theory, research, and applications in the field of integrated nanophotonics.

Resonant Tunneling Diode Photonics Devices and Applications (Second Edition)

Charlie Ironside,Bruno Romeira,Jose Figueiredo
Resonant Tunneling Diode Photonics Devices and Applications Second Edition Book PDF

Author : Charlie Ironside,Bruno Romeira,Jose Figueiredo
Publisher : Unknown
Page : 0 pages
File Size : 51,9 Mb
Release : 2023-12
Category : Science
ISBN : 0750357126

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Resonant Tunneling Diode Photonics Devices and Applications (Second Edition) by Charlie Ironside,Bruno Romeira,Jose Figueiredo Pdf

The book uses a combination of quantum theory, semiconductor physics, and nonlinear dynamics to explain how resonant tunneling diode-based photonic devices can contribute to the development of photonic and neuromorphic systems and implement hardware specifically designed for neural networks which are at the heart of artificial intelligence.

Resonant Tunneling Diode Photonics

Charlie Ironside,Bruno Romeira,José Figueiredo
Resonant Tunneling Diode Photonics Book PDF

Author : Charlie Ironside,Bruno Romeira,José Figueiredo
Publisher : Morgan & Claypool Publishers
Page : 129 pages
File Size : 55,7 Mb
Release : 2019-11-11
Category : Science
ISBN : 9781643277448

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Resonant Tunneling Diode Photonics by Charlie Ironside,Bruno Romeira,José Figueiredo Pdf

This book brings together two broad themes that have generated a great deal of interest and excitement in the scientific and technical community in the last 100 years or so: quantum tunnelling and nonlinear dynamical systems. It applies these themes to nanostructured solid state heterostructures operating at room temperature to gain insight into novel photonic devices, systems and applications.

Biophotonics and Biosensing

Andrea Armani,Tatevik Chalyan,David Sampson
Biophotonics and Biosensing Book PDF

Author : Andrea Armani,Tatevik Chalyan,David Sampson
Publisher : Elsevier
Page : 520 pages
File Size : 55,7 Mb
Release : 2024-06-03
Category : Technology & Engineering
ISBN : 9780443188411

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Biophotonics and Biosensing by Andrea Armani,Tatevik Chalyan,David Sampson Pdf

Biophotonics and Biosensing: From Fundamental Research to Clinical Trials Through Advances of Signal and Image Processing brings together the knowledge of the basic principles of the field of light-biological tissue interaction, detection methods, data processing techniques, and research, diagnostic and clinical applications. It is suitable for new entrants, while also highlighting the latest developments for experts in the field. This volume includes perspectives by leading experts from the biophotonics, biomedical engineering, and data science communities. The reader will receive a basic grounding in the key theoretical principles and practical components of biophotonics and biosensing. Working principles of devices used in spectroscopy, microscopy, and optical sensing are presented along with their application domains. The reader will learn about existing microscopy-based techniques used in biomedical applications for diagnosis and get to know different signal processing algorithms as used in biophotonics. Finally, through concrete examples, including sample preparation and measurement approaches, see how the field has developed thanks to the integration of biophotonics and optical biosensing with signal processing. Introduces key principles of light-biological tissue interactions and biosensing Discusses how the most promising optical diagnostic methods can exploit contemporary signal and image processing algorithms and data analytics Includes examples of clinical studies with detailed descriptions of their implementation, along with practical guidance

Metamaterials-by-Design

Andrea Alù,Nader Engheta,Andrea Massa,Giacomo Oliveri
Metamaterials by Design Book PDF

Author : Andrea Alù,Nader Engheta,Andrea Massa,Giacomo Oliveri
Publisher : Elsevier
Page : 402 pages
File Size : 47,5 Mb
Release : 2024-04-12
Category : Technology & Engineering
ISBN : 9780323983143

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Metamaterials-by-Design by Andrea Alù,Nader Engheta,Andrea Massa,Giacomo Oliveri Pdf

Metamaterials-by-Design: Theory, Technologies, and Vision is devoted to a comprehensive review of the latest advancements and current trends in the field of system-level-oriented metamaterial design methods, technologies, and future perspectives. Starting from the theoretical and methodological motivations of this research to macro-scale performance-driven design of volumetric and planar metamaterials, the book introduces advanced task-oriented modeling approaches, including specific reference to their multi-scale/ multi-physics customization in recent metamaterial science and engineering. In the introduction of these concepts, particular attention is paid to the illustration of the physical mechanisms and phenomena at the basis of the field manipulation capabilities enabled by metamaterials. Contributions from industry and academic perspectives on active and passive metamaterial-enhanced devices for communications and sensing are included. The final part of the volume is aimed at providing a perspective regarding the current trends, future research and application tracks in system-performance-driven metamaterial design methodologies and technologies, included potential applications in future reconfigurable and cognitive materials. Includes comprehensive review of the research developments, methodologies, and opportunities in the field of metamaterials-by-design Discusses new and emerging applications of metamaterials in microwave and terahertz spectrum, photonics, and optics scenarios Reviews performance-driven metamaterial design methodologies and technologies in communications and sensing

Phase Change Materials-Based Photonic Computing

Harish Bhaskaran,Wolfram Pernice
Phase Change Materials Based Photonic Computing Book PDF

Author : Harish Bhaskaran,Wolfram Pernice
Publisher : Elsevier
Page : 272 pages
File Size : 48,6 Mb
Release : 2024-01-21
Category : Technology & Engineering
ISBN : 9780128234921

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Phase Change Materials-Based Photonic Computing by Harish Bhaskaran,Wolfram Pernice Pdf

Phase Change Materials-Based Photonic Computing provides a clear introduction to the field, introducing concepts of photonics, computing, phase change materials and future outlooks. Phase change materials are well known and studied in many contexts, and photonics is a longstanding field, with photonic neuromorphic computing recently gathering interest. However, the two fields are disparate and few people understand the key concepts needed to integrate the two. This book will be the first to do so in this promising field. It is suitable for researchers and practitioners in academia and industry working in the disciplines of materials science and engineering, electrical engineering and computing. Introduces the advanced fundamental concepts of photonics computing and phase change materials, including brief video lectures to accompany each chapter Reviews the remaining challenges to translation, opportunities and future outlooks Addresses definitions, historical context, foundational concepts and the latest advances of phase change materials-based photonics computing

Silicon Photonics for High-Performance Computing and Beyond

Mahdi Nikdast,Sudeep Pasricha,Gabriela Nicolescu,Ashkan Seyedi,Di Liang
Silicon Photonics for High Performance Computing and Beyond Book PDF

Author : Mahdi Nikdast,Sudeep Pasricha,Gabriela Nicolescu,Ashkan Seyedi,Di Liang
Publisher : CRC Press
Page : 391 pages
File Size : 50,9 Mb
Release : 2021-11-16
Category : Technology & Engineering
ISBN : 9781000480146

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Silicon Photonics for High-Performance Computing and Beyond by Mahdi Nikdast,Sudeep Pasricha,Gabriela Nicolescu,Ashkan Seyedi,Di Liang Pdf

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.

Intelligent Nanotechnology

Yuebing Zheng,Zilong Wu
Intelligent Nanotechnology Book PDF

Author : Yuebing Zheng,Zilong Wu
Publisher : Elsevier
Page : 444 pages
File Size : 44,6 Mb
Release : 2022-10-26
Category : Technology & Engineering
ISBN : 9780323901413

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Intelligent Nanotechnology by Yuebing Zheng,Zilong Wu Pdf

Intelligent Nanotechnology: Merging Nanoscience and Artificial Intelligence provides an overview of advances in science and technology made possible by the convergence of nanotechnology and artificial intelligence (AI). Sections focus on AI-enhanced design, characterization and manufacturing and the use of AI to improve important material properties, with an emphasis on mechanical, photonic, electronic and magnetic properties. Designing benign nanomaterials through the prediction of their impact on biology and the environment is also discussed. Other sections cover the use of AI in the acquisition and analysis of data in experiments and AI technologies that have been enhanced through nanotechnology platforms. Final sections review advances in applications enabled by the merging of nanotechnology and artificial intelligence, including examples from biomedicine, chemistry and automated research. Includes recent advances on AI-enhanced design, characterization and the manufacturing of nanomaterials Reviews AI technologies that have been enabled by nanotechnology Discusses potentially world-changing applications that could ensue as a result of merging these two fields

Contemporary Developments in High-Frequency Photonic Devices

Bhattacharyya, Siddhartha,Debnath, Pampa,Deyasi, Arpan,Dey, Nilanjan
Contemporary Developments in High Frequency Photonic Devices Book PDF

Author : Bhattacharyya, Siddhartha,Debnath, Pampa,Deyasi, Arpan,Dey, Nilanjan
Publisher : IGI Global
Page : 369 pages
File Size : 50,7 Mb
Release : 2019-06-14
Category : Technology & Engineering
ISBN : 9781522585336

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Contemporary Developments in High-Frequency Photonic Devices by Bhattacharyya, Siddhartha,Debnath, Pampa,Deyasi, Arpan,Dey, Nilanjan Pdf

Microwave photonics and information optics provide high bandwidth and precision along with ultrafast speed at a low cost. In order to reduce noise at the communication trans-receivers, scattering in the devices needs to be decreased, which can be achieved by replacing optoelectronic devices with photonic devices because in the latter only photons propagate electromagnetic waves. Contemporary Developments in High-Frequency Photonic Devices is a crucial research book that examines high-frequency photonics and their applications in communication engineering. Featuring coverage on a wide range of topics such as metamaterials, optoelectronic devices, and plasmonics, this book is excellent for students, researchers, engineers, and professionals.

Adventures in Contemporary Electromagnetic Theory

Tom G. Mackay,Akhlesh Lakhtakia
Adventures in Contemporary Electromagnetic Theory Book PDF

Author : Tom G. Mackay,Akhlesh Lakhtakia
Publisher : Springer Nature
Page : 548 pages
File Size : 40,7 Mb
Release : 2023-07-31
Category : Technology & Engineering
ISBN : 9783031246173

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Adventures in Contemporary Electromagnetic Theory by Tom G. Mackay,Akhlesh Lakhtakia Pdf

This book describes the most recent advances in electromagnetic theory, motivated and partly informed by developments in engineering science and nanotechnology. The collection of chapters provided in this edited book, authored by leading experts in the field, offers a bird’s eye view of recent progress in electromagnetic theory, spanning a wide range of topics of current interest, ranging from fundamental issues to applications.​

Photonic Devices and Systems

Hunsperger
Photonic Devices and Systems Book PDF

Author : Hunsperger
Publisher : Routledge
Page : 335 pages
File Size : 40,8 Mb
Release : 2017-10-19
Category : Science
ISBN : 9781351424844

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Photonic Devices and Systems by Hunsperger Pdf

This work describes all the major devices used in photonic systems. It provides a thorough overview of the field of photonics, detailing practical examples of photonic technology in a wide range of applications. Photonic systems and devices are discussed with a mathematical rigor that is precise enough for design purposes yet highly readable.

Emerging Topics in Hardware Security

Mark Tehranipoor
Emerging Topics in Hardware Security Book PDF

Author : Mark Tehranipoor
Publisher : Springer Nature
Page : 602 pages
File Size : 48,8 Mb
Release : 2021-04-30
Category : Technology & Engineering
ISBN : 9783030644482

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Emerging Topics in Hardware Security by Mark Tehranipoor Pdf

This book provides an overview of emerging topics in the field of hardware security, such as artificial intelligence and quantum computing, and highlights how these technologies can be leveraged to secure hardware and assure electronics supply chains. The authors are experts in emerging technologies, traditional hardware design, and hardware security and trust. Readers will gain a comprehensive understanding of hardware security problems and how to overcome them through an efficient combination of conventional approaches and emerging technologies, enabling them to design secure, reliable, and trustworthy hardware.