Photonic Neural Networks with Spatiotemporal Dynamics: Paradigms of Computing and Implementation

Search by :

ALL Author Subject ISBN/ISSN Advanced Search

Last search:

Image of Photonic Neural Networks with Spatiotemporal Dynamics: Paradigms of Computing and Implementation

Text

Photonic Neural Networks with Spatiotemporal Dynamics: Paradigms of Computing and Implementation

Suzuki, Hideyuki - Personal Name; Tanida, Jun - Personal Name; Hashimoto, Masanori - Personal Name;

This open access book presents an overview of recent advances in photonic neural networks with spatiotemporal dynamics. The computing and implementation paradigms presented in this book are outcomes of interdisciplinary studies by collaborative researchers from the three fields of nonlinear mathematical science, information photonics, and integrated systems engineering. This book offers novel multidisciplinary viewpoints on photonic neural networks, illustrating recent advances in three types of computing methodologies: fluorescence energy transfer computing, spatial-photonic spin system, and photonic reservoir computing.

The book consists of four parts: Part I introduces the backgrounds of optical computing and neural network dynamics; Part II presents fluorescence energy transfer computing, a novel computing technology based on nanoscale networks of fluorescent particles; Parts III and IV review the models and implementation of spatial-photonic spin systems and photonic reservoir computing, respectively.

These contents are beneficial to researchers in a broad range of fields, including information science, mathematical science, applied physics, and engineering, to better understand the novel computing concepts of photonic neural networks with spatiotemporal dynamics.

Availability

No copy data

Detail Information

Series Title: -
Call Number: -
Publisher: : Springer Singapore., 2024
Collation: VIII, 278
Language: English
ISBN/ISSN: 978-981-99-5072-0
Classification: NONE
Content Type: text
Media Type: computer
Carrier Type: online resource
Edition: -
Subject(s): Artificial Intelligence
Specific Detail Info: -
Statement of Responsibility: Hideyuki Suzuki, Jun Tanida, Masanori Hashimoto

Other Information

Cataloger: reva
Source: -
Validator: -
Digital Object Identifier (DOI): https://doi.org/10.1007/978-981-99-5072-0
Journal Volume: -
Journal Issue: -
Subtitle: -
Parallel Title: -

Other version/related

No other version available

File Attachment

Photonic Neural Networks with Spatiotemporal Dynamics

Comments

You must be logged in to post a comment