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Neuromorphic photonic devices and applications
紀錄類型:
書目-語言資料,印刷品 : Monograph/item
正題名/作者:
Neuromorphic photonic devices and applications / edited by Min Gu, Elena Goi, Yangyundou Wang, Zhengfen Wan, Yibo Dong, Yuchao Zhang and Haoyi Yu.
其他作者:
Min Gu,
面頁冊數:
1 online resource (414 pages) :illustrations. :
標題:
Neuromorphics. -
電子資源:
https://dx.doi.org/10.1117/3.100022
ISBN:
9780323972604
Neuromorphic photonic devices and applications
Neuromorphic photonic devices and applications
[electronic resource] /edited by Min Gu, Elena Goi, Yangyundou Wang, Zhengfen Wan, Yibo Dong, Yuchao Zhang and Haoyi Yu. - 1 online resource (414 pages) :illustrations. - SPIE Press monograph ;PM374. - SPIE Digital Library..
Includes bibliographical references and index.
List of contributors -- About the editors -- Preface -- 1. Introduction -- 2. Neuromorphic computing -- 3. Advanced neuromorphic models -- 4. Neuromorphic photonics: development of the field -- 5. Optoelectronic synapses for two-dimensional neuromorphic photonics -- 6. 2D neuromorphic photonics -- 7. 3D neuromorphic photonics -- 8. Large-scale neuromorphic systems enabled by integrated photonics -- 9. Neuromorphic models applied to photonics -- 10. Photonic matrix computing accelerators -- 11. Deep optics -- 12. Photonic neuromorphic processing for optical communications -- 13. Perspective on photonic neuromorphic computing -- References -- Index
Restricted to subscribers or individual electronic text purchasers.
"Neuromorphic Photonic Devices and Applications synthesizes in one volume the most critical advances in photonic neuromorphic models, photonic material platforms, and accelerators for neuromorphic computing. It discusses fields and applications that can leverage these new platforms. A brief review of the historical development of the field is provided 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 such as neuromorphic models to inverse design neuromorphic materials and devices and predict performance challenges is discussed throughout. The book includes a comprehensive overview of the applications of neuromorphic photonic technologies and the challenges, opportunities, and future prospects facing the field. Neuromorphic Photonic Devices and Applications is suitable for researchers and practitioners in academia and R&D in the multi-disciplinary field of photonics."--
Mode of access: World Wide Web.
ISBN: 9780323972604
Standard No.: 10.1117/3.100022doiSubjects--Topical Terms:
1060088
Neuromorphics.
Index Terms--Genre/Form:
554714
Electronic books.
LC Class. No.: TA1520 / .N486 2023eb
Dewey Class. No.: 621.36
Neuromorphic photonic devices and applications
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List of contributors -- About the editors -- Preface -- 1. Introduction -- 2. Neuromorphic computing -- 3. Advanced neuromorphic models -- 4. Neuromorphic photonics: development of the field -- 5. Optoelectronic synapses for two-dimensional neuromorphic photonics -- 6. 2D neuromorphic photonics -- 7. 3D neuromorphic photonics -- 8. Large-scale neuromorphic systems enabled by integrated photonics -- 9. Neuromorphic models applied to photonics -- 10. Photonic matrix computing accelerators -- 11. Deep optics -- 12. Photonic neuromorphic processing for optical communications -- 13. Perspective on photonic neuromorphic computing -- References -- Index
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"Neuromorphic Photonic Devices and Applications synthesizes in one volume the most critical advances in photonic neuromorphic models, photonic material platforms, and accelerators for neuromorphic computing. It discusses fields and applications that can leverage these new platforms. A brief review of the historical development of the field is provided 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 such as neuromorphic models to inverse design neuromorphic materials and devices and predict performance challenges is discussed throughout. The book includes a comprehensive overview of the applications of neuromorphic photonic technologies and the challenges, opportunities, and future prospects facing the field. Neuromorphic Photonic Devices and Applications is suitable for researchers and practitioners in academia and R&D in the multi-disciplinary field of photonics."--
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https://dx.doi.org/10.1117/3.100022
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