Neuromorphic Photonic Devices and Applications

Neuromorphic Photonic Devices and Applications is a comprehensive book that synthesizes advances in photonic neuromorphic models, material platforms, and accelerators for neuromorphic computing. It discusses emerging 2D photonic materials platforms and the implementation of neuromorphic models and 3D neuromorphic systems. It also highlights the application of artificial intelligence to inverse design neuromorphic materials and devices and predict performance challenges. The book provides a comprehensive overview of the applications of neuromorphic photonic technologies and the future prospects of the field.

Format: Unspecified
Length: 408 pages
Publication date: 01 December 2023
Publisher: Elsevier - Health Sciences Division

Neuromorphic Photonic Devices and Applications is a comprehensive synthesis that brings together the most significant advancements in photonic neuromorphic models, photonic material platforms, and accelerators for neuromorphic computing. This book delves into diverse fields and applications that can harness the power of these innovative platforms. Providing a brief historical overview of the field, it then explores emerging 2D photonic materials platforms and recent developments in implementing neuromorphic models and 3D neuromorphic systems. The application of artificial intelligence, particularly neuromorphic models, to inverse design neuromorphic materials and devices and predict performance challenges is extensively discussed. Throughout, the book offers a comprehensive overview of the applications of neuromorphic photonic technologies, highlighting the challenges, opportunities, and future prospects within the field.

Suitable for researchers and practitioners in academia and R&D across various disciplines within photonics, Neuromorphic Photonic Devices and Applications serves as a valuable resource for advancing our understanding and exploitation of these cutting-edge technologies.

Dimension: 229 x 151 (mm)
ISBN-13: 9780323988292