Neuromorphic Photonic Devices and Applications - 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 Photonic Devices and Applications write by Min Gu. This book was released on 2023-12-15. Neuromorphic Photonic Devices and Applications available in PDF, EPUB and Kindle. 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 - 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.
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. Neuromorphic Photonics available in PDF, EPUB and Kindle. "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
Integrated Nanophotonics - 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 Integrated Nanophotonics write by Peng Yu. This book was released on 2023-05-31. Integrated Nanophotonics available in PDF, EPUB and Kindle. 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)
Resonant Tunneling Diode Photonics Devices and Applications (Second Edition) - 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 Resonant Tunneling Diode Photonics Devices and Applications (Second Edition) write by Charlie Ironside. This book was released on 2023-12. Resonant Tunneling Diode Photonics Devices and Applications (Second Edition) available in PDF, EPUB and Kindle. 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.
