Neuromorphic Photonics

1. Auflage 2017
ISBN: 978-1-4987-2522-4
Verlag: CRC Press

Buch, Englisch, 444 Seiten, Format (B × H): 161 mm x 240 mm, Gewicht: 1034 g

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.

Autoren/Hrsg.

Prucnal, Paul R.

Shastri, Bhavin J.

Fachgebiete

• Technische Wissenschaften Energietechnik | Elektrotechnik Elektrotechnik
• Naturwissenschaften Biowissenschaften Biowissenschaften
• Interdisziplinäres Wissenschaften Wissenschaften Interdisziplinär Neurowissenschaften, Kognitionswissenschaft

Inhaltsverzeichnis

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.

Über Autor(innen)

Paul R. Prucnal Paul Prucnal is a Professor of Electrical Engineering at Princeton University. In 1988, he joined the faculty at Princeton University, where he served as the Founding Director of Princeton's Center for Photonics and Optoelectronic Materials, and is currently the Director of the Center for Network Science and Applications. He has authored or co-authored more than 350 journal papers and book chapters and holds 22 U.S. patents. He is a Fellow of both the Optical Society of America (OSA) and the Institute of Electrical and Electronics Engineers (IEEE), for his contributions to the field.

Bhavin J. Shastri is currently an Associate Research Scholar at Princeton University, Princeton, NJ, USA. His research interests include: beyond-CMOS and More-than-Moore devices; excitable (graphene) lasers; programmable photonic integrated circuits; photonic interconnects; beyond von Neumann architectures; ultrafast cognitive (neuromorphic) computing; photonic spike processing; and high-speed RF circuits. Dr. Shastri is Member of the Institute of Electrical and Electronics Engineers (IEEE) and the Optical Society of America (OSA).