Photonic Reservoir Computing

Photonic Reservoir Computing

Author: Daniel Brunner

Publisher: Walter de Gruyter GmbH & Co KG

Published: 2019-07-08

Total Pages: 276

ISBN-13: 3110583496

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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.


Neuromorphic Photonic Devices and Applications

Neuromorphic Photonic Devices and Applications

Author: Min Gu

Publisher: Elsevier

Published: 2023-12-01

Total Pages: 415

ISBN-13: 0323972608

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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

Neuromorphic Photonics

Author: Paul R. Prucnal

Publisher: CRC Press

Published: 2017-05-08

Total Pages: 412

ISBN-13: 1498725244

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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.


Proceedings of the Fourth International Conference on Microelectronics, Computing and Communication Systems

Proceedings of the Fourth International Conference on Microelectronics, Computing and Communication Systems

Author: Vijay Nath

Publisher: Springer Nature

Published: 2020-09-19

Total Pages: 1078

ISBN-13: 981155546X

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This book presents high-quality papers from the Fourth International Conference on Microelectronics, Computing & Communication Systems (MCCS 2019). It discusses the latest technological trends and advances in MEMS and nanoelectronics, wireless communication, optical communication, instrumentation, signal processing, image processing, bioengineering, green energy, hybrid vehicles, environmental science, weather forecasting, cloud computing, renewable energy, RFID, CMOS sensors, actuators, transducers, telemetry systems, embedded systems and sensor network applications. It includes papers based on original theoretical, practical and experimental simulations, development, applications, measurements and testing. The applications and solutions discussed here provide excellent reference material for future product development.


Microstructured Polymer Optical Fibres

Microstructured Polymer Optical Fibres

Author: Maryanne Large

Publisher: Springer Science & Business Media

Published: 2007-08-29

Total Pages: 248

ISBN-13: 0387686177

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This book provides the reader with a clear overview of the considerable body of research and development work carried out in the last five years on microstructured polymer optical fibres (mPOFs). It discusses new applications which will be opened up by this emerging technology and includes for the first time details about the fabrication process for these fibres. The book provides an excellent introduction to this new technology.


Computational Photonics

Computational Photonics

Author: Marek S. Wartak

Publisher: Cambridge University Press

Published: 2013-01-10

Total Pages: 467

ISBN-13: 1107005523

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A comprehensive manual on the efficient modeling and analysis of photonic devices for graduate students and researchers in engineering and physics.


Information Photonics

Information Photonics

Author: Asit Kumar Datta

Publisher: CRC Press

Published: 2016-11-25

Total Pages: 540

ISBN-13: 1482236427

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The main aim of this book is to introduce the concept of photonic information processing technologies to the graduate and post-graduate students, researchers, engineers and scientists. It is expected to give the readers an insight into the concepts of photonic techniques of processing as a system, the photonic devices as required components which are applied in the areas of communication, computation and intelligent pattern recognition.


Biomedical Photonics Handbook

Biomedical Photonics Handbook

Author: Tuan Vo-Dinh

Publisher: CRC Press

Published: 2003-03-26

Total Pages: 1864

ISBN-13: 0203008995

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A wide variety of biomedical photonic technologies have been developed recently for clinical monitoring of early disease states; molecular diagnostics and imaging of physiological parameters; molecular and genetic biomarkers; and detection of the presence of pathological organisms or biochemical species of clinical importance. However, available in


Silicon Photonics III

Silicon Photonics III

Author: Lorenzo Pavesi

Publisher: Springer Science & Business Media

Published: 2016-01-08

Total Pages: 540

ISBN-13: 3642105033

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This book is volume III of a series of books on silicon photonics. It reports on the development of fully integrated systems where many different photonics component are integrated together to build complex circuits. This is the demonstration of the fully potentiality of silicon photonics. It contains a number of chapters written by engineers and scientists of the main companies, research centers and universities active in the field. It can be of use for all those persons interested to know the potentialities and the recent applications of silicon photonics both in microelectronics, telecommunication and consumer electronics market.