Paul R. Prucnal,
Bhavin J. Shastri,
Malvin Carl Teich
Neuromorphic Photonics
Gebonden Engels 2017 9781498725224Levertijd ± 8 werkdagen
Gratis verzonden
Samenvatting
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.
Specificaties
ISBN13:9781498725224
Taal:Engels
Bindwijze:Gebonden
Aantal pagina's:444
Uitgever:Taylor & Francis Inc
Hoofdrubriek:Wetenschap en techniek, Computer en informatica
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Inhoudsopgave
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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