Neuromorphic photonics

著者

• Prucnal, Paul R.
• Shastri, Bhavin J.
• Teich, Malvin Carl

書誌事項

Neuromorphic photonics

Paul R. Prucnal, Bhavin J. Shastri ; foreword by Malvin Carl Teich

CRC Press, c2017

• : hardback

注記

Includes bibliographical references and index

内容説明・目次

内容説明

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.

目次

Neuromorphic Engineering. Primer on Spike Processing and Excitability. Primer on Photonics. Spike Processing with SOA Dynamics. Excitable Laser for Unified Spike Processing. Semiconductor Photonic Devices as Excitable Processors. Silicon Photonics. Weighted Photonic Network Integration. Photonic Weight Banks. Processing-Network Node. System Architecture. Principles of Neural Network Learning. Photonic Reservoir Computing. Neuromorphic Platforms Comparison.

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詳細情報

• NII書誌ID(NCID): BB29381519
• ISBN:
  • 9781498725224
• LCCN: 2017449513
• 出版国コード: us
• タイトル言語コード: eng
• 本文言語コード: eng
• 出版地: Boca Raton
• ページ数/冊数: xxxiii, 412 p.
• 大きさ: 25 cm
• 分類:
  • LCC : MLCM 2019/43627 (T)
• 件名:
  • LCSH : Photonics