Photonic Neural Networks with Spatiotemporal Dynamics Paradigms of Computing and Implementation

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Tác giả: Masanori Hashimoto, Hideyuki Suzuki, Jun Tanida

Ngôn ngữ: eng

ISBN-13: 978-9819950713

ISBN-13: 978-9819950720

ISBN: 978-981-99-5072-0

Ký hiệu phân loại:

Thông tin xuất bản: Singapore Springer Nature 2024

Mô tả vật lý: 1 electronic resource (278 p.)

Bộ sưu tập: Tài liệu truy cập mở

ID: 375335

 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.
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