Neuromorphic Photonic Devices And Applications

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Neuromorphic Photonic Devices and Applications

Author : Min Gu
Publisher : Elsevier
ISBN 13 : 0323972608
Total Pages : 415 pages
Book Rating : 4.3/5 (239 download)

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Book Synopsis Neuromorphic Photonic Devices and Applications by : Min Gu

Download or read book Neuromorphic Photonic Devices and Applications written by Min Gu and published by Elsevier. This book was released on 2023-12-15 with total page 415 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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

Author : Paul R. Prucnal
Publisher : CRC Press
ISBN 13 : 1498725244
Total Pages : 412 pages
Book Rating : 4.4/5 (987 download)

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Book Synopsis Neuromorphic Photonics by : Paul R. Prucnal

Download or read book Neuromorphic Photonics written by Paul R. Prucnal and published by CRC Press. This book was released on 2017-05-08 with total page 412 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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

Author : Paul R. Prucnal
Publisher :
ISBN 13 : 9781351987622
Total Pages : 445 pages
Book Rating : 4.9/5 (876 download)

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Book Synopsis Neuromorphic Photonics by : Paul R. Prucnal

Download or read book Neuromorphic Photonics written by Paul R. Prucnal and published by . This book was released on 2017 with total page 445 pages. Available in PDF, EPUB and Kindle. Book excerpt: "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

Author : Peng Yu
Publisher : John Wiley & Sons
ISBN 13 : 3527833048
Total Pages : 389 pages
Book Rating : 4.5/5 (278 download)

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Book Synopsis Integrated Nanophotonics by : Peng Yu

Download or read book Integrated Nanophotonics written by Peng Yu and published by John Wiley & Sons. This book was released on 2023-05-31 with total page 389 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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)

Author : Charlie Ironside
Publisher :
ISBN 13 : 9780750357128
Total Pages : 0 pages
Book Rating : 4.3/5 (571 download)

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Book Synopsis Resonant Tunneling Diode Photonics Devices and Applications (Second Edition) by : Charlie Ironside

Download or read book Resonant Tunneling Diode Photonics Devices and Applications (Second Edition) written by Charlie Ironside and published by . This book was released on 2023-12 with total page 0 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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

Author : Charlie Ironside
Publisher : Morgan & Claypool Publishers
ISBN 13 : 1643277448
Total Pages : 129 pages
Book Rating : 4.6/5 (432 download)

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Book Synopsis Resonant Tunneling Diode Photonics by : Charlie Ironside

Download or read book Resonant Tunneling Diode Photonics written by Charlie Ironside and published by Morgan & Claypool Publishers. This book was released on 2019-11-11 with total page 129 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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

Author : Andrea Armani
Publisher : Elsevier
ISBN 13 : 0443188416
Total Pages : 520 pages
Book Rating : 4.4/5 (431 download)

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Book Synopsis Biophotonics and Biosensing by : Andrea Armani

Download or read book Biophotonics and Biosensing written by Andrea Armani and published by Elsevier. This book was released on 2024-06-03 with total page 520 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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

Author : Andrea Alù
Publisher : Elsevier
ISBN 13 : 0323983146
Total Pages : 402 pages
Book Rating : 4.3/5 (239 download)

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Book Synopsis Metamaterials-by-Design by : Andrea Alù

Download or read book Metamaterials-by-Design written by Andrea Alù and published by Elsevier. This book was released on 2024-04-12 with total page 402 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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

Author : Harish Bhaskaran
Publisher : Elsevier
ISBN 13 : 012823492X
Total Pages : 272 pages
Book Rating : 4.1/5 (282 download)

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Book Synopsis Phase Change Materials-Based Photonic Computing by : Harish Bhaskaran

Download or read book Phase Change Materials-Based Photonic Computing written by Harish Bhaskaran and published by Elsevier. This book was released on 2024-01-21 with total page 272 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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

Photo-Electroactive Non-Volatile Memories for Data Storage and Neuromorphic Computing

Author : Suting Han
Publisher : Woodhead Publishing
ISBN 13 : 0128226064
Total Pages : 352 pages
Book Rating : 4.1/5 (282 download)

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Book Synopsis Photo-Electroactive Non-Volatile Memories for Data Storage and Neuromorphic Computing by : Suting Han

Download or read book Photo-Electroactive Non-Volatile Memories for Data Storage and Neuromorphic Computing written by Suting Han and published by Woodhead Publishing. This book was released on 2020-05-26 with total page 352 pages. Available in PDF, EPUB and Kindle. Book excerpt: Photo-Electroactive Non-Volatile Memories for Data Storage and Neuromorphic Computing summarizes advances in the development of photo-electroactive memories and neuromorphic computing systems, suggests possible solutions to the challenges of device design, and evaluates the prospects for commercial applications. Sections covers developments in electro-photoactive memory, and photonic neuromorphic and in-memory computing, including discussions on design concepts, operation principles and basic storage mechanism of optoelectronic memory devices, potential materials from organic molecules, semiconductor quantum dots to two-dimensional materials with desirable electrical and optical properties, device challenges, and possible strategies. This comprehensive, accessible and up-to-date book will be of particular interest to graduate students and researchers in solid-state electronics. It is an invaluable systematic introduction to the memory characteristics, operation principles and storage mechanisms of the latest reported electro-photoactive memory devices. Reviews the most promising materials to enable emerging computing memory and data storage devices, including one- and two-dimensional materials, metal oxides, semiconductors, organic materials, and more Discusses fundamental mechanisms and design strategies for two- and three-terminal device structures Addresses device challenges and strategies to enable translation of optical and optoelectronic technologies

Silicon Photonics for High-Performance Computing and Beyond

Author : Mahdi Nikdast
Publisher : CRC Press
ISBN 13 : 1000480143
Total Pages : 391 pages
Book Rating : 4.0/5 (4 download)

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Book Synopsis Silicon Photonics for High-Performance Computing and Beyond by : Mahdi Nikdast

Download or read book Silicon Photonics for High-Performance Computing and Beyond written by Mahdi Nikdast and published by CRC Press. This book was released on 2021-11-16 with total page 391 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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.

Photonic Reservoir Computing

Author : Daniel Brunner
Publisher : Walter de Gruyter GmbH & Co KG
ISBN 13 : 3110582112
Total Pages : 391 pages
Book Rating : 4.1/5 (15 download)

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Book Synopsis Photonic Reservoir Computing by : Daniel Brunner

Download or read book Photonic Reservoir Computing written by Daniel Brunner and published by Walter de Gruyter GmbH & Co KG. This book was released on 2019-07-08 with total page 391 pages. Available in PDF, EPUB and Kindle. Book excerpt: Photonics has long been considered an attractive substrate for next generation implementations of machine-learning concepts. Reservoir Computing tremendously facilitated the realization of recurrent neural networks in analogue hardware. This concept exploits the properties of complex nonlinear dynamical systems, giving rise to photonic reservoirs implemented by semiconductor lasers, telecommunication modulators and integrated photonic chips.

Intelligent Nanotechnology

Author : Yuebing Zheng
Publisher : Elsevier
ISBN 13 : 0323901417
Total Pages : 444 pages
Book Rating : 4.3/5 (239 download)

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Book Synopsis Intelligent Nanotechnology by : Yuebing Zheng

Download or read book Intelligent Nanotechnology written by Yuebing Zheng and published by Elsevier. This book was released on 2022-10-26 with total page 444 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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

Author : Bhattacharyya, Siddhartha
Publisher : IGI Global
ISBN 13 : 1522585338
Total Pages : 369 pages
Book Rating : 4.5/5 (225 download)

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Book Synopsis Contemporary Developments in High-Frequency Photonic Devices by : Bhattacharyya, Siddhartha

Download or read book Contemporary Developments in High-Frequency Photonic Devices written by Bhattacharyya, Siddhartha and published by IGI Global. This book was released on 2019-06-14 with total page 369 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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

Author : Tom G. Mackay
Publisher : Springer Nature
ISBN 13 : 3031246179
Total Pages : 548 pages
Book Rating : 4.0/5 (312 download)

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Book Synopsis Adventures in Contemporary Electromagnetic Theory by : Tom G. Mackay

Download or read book Adventures in Contemporary Electromagnetic Theory written by Tom G. Mackay and published by Springer Nature. This book was released on 2023-07-31 with total page 548 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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.

Semiconductor Laser Diode

Author : Dnyaneshwar Shaligram Patil
Publisher :
ISBN 13 : 9789535149965
Total Pages : 390 pages
Book Rating : 4.1/5 (499 download)

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Book Synopsis Semiconductor Laser Diode by : Dnyaneshwar Shaligram Patil

Download or read book Semiconductor Laser Diode written by Dnyaneshwar Shaligram Patil and published by . This book was released on 2012 with total page 390 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book represents a unique collection of the latest developments in the rapidly developing world of semiconductor laser diode technology and applications. An international group of distinguished contributors have covered particular aspects and the book includes optimization of semiconductor laser diode parameters for fascinating applications. This collection of chapters will be of considerable interest to engineers, scientists, technologists and physicists working in research and development in the field of semiconductor laser diode, as well as to young researchers who are at the beginning of their career.

Neuromorphic Devices for Brain-inspired Computing

Author : Qing Wan
Publisher : John Wiley & Sons
ISBN 13 : 3527349790
Total Pages : 258 pages
Book Rating : 4.5/5 (273 download)

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Book Synopsis Neuromorphic Devices for Brain-inspired Computing by : Qing Wan

Download or read book Neuromorphic Devices for Brain-inspired Computing written by Qing Wan and published by John Wiley & Sons. This book was released on 2022-05-16 with total page 258 pages. Available in PDF, EPUB and Kindle. Book excerpt: Explore the cutting-edge of neuromorphic technologies with applications in Artificial Intelligence In Neuromorphic Devices for Brain-Inspired Computing: Artificial Intelligence, Perception, and Robotics, a team of expert engineers delivers a comprehensive discussion of all aspects of neuromorphic electronics designed to assist researchers and professionals to understand and apply all manner of brain-inspired computing and perception technologies. The book covers both memristic and neuromorphic devices, including spintronic, multi-terminal, and neuromorphic perceptual applications. Summarizing recent progress made in five distinct configurations of brain-inspired computing, the authors explore this promising technology’s potential applications in two specific areas: neuromorphic computing systems and neuromorphic perceptual systems. The book also includes: A thorough introduction to two-terminal neuromorphic memristors, including memristive devices and resistive switching mechanisms Comprehensive explorations of spintronic neuromorphic devices and multi-terminal neuromorphic devices with cognitive behaviors Practical discussions of neuromorphic devices based on chalcogenide and organic materials In-depth examinations of neuromorphic computing and perceptual systems with emerging devices Perfect for materials scientists, biochemists, and electronics engineers, Neuromorphic Devices for Brain-Inspired Computing: Artificial Intelligence, Perception, and Robotics will also earn a place in the libraries of neurochemists, neurobiologists, and neurophysiologists.