Quantum Generative Adversarial Networks

GANs, Semi-Supervised GANs, Variational Autoencoders

Pethuru Raj, Amir Masoud Rahmani, Somenath Chakraborty, Ambika Paranthaman, A. Jayanthiladevi (Herausgeber)

Buch | Hardcover

X, 340 Seiten

2025
De Gruyter (Verlag)
978-3-11-135478-1 (ISBN)

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GANs represent a generative model leveraging the growing power of deep learning (DL) algorithms. This book presents the breakthroughs, applications and latest research innovations of GANs and of quantum GANs. In particular, the book includes contributions on Autoencoders and Variational Autoencoders, Semi-Supervised GANs, Quantum GANs and Quantum Data Privacy, and Quantum GANs for image manipulation.

Pethuru Raj, Amir Masoud Rahmani, Somenath Chakra Borty, Ambika Paranthaman, Jayanthiladevi; India.

Erscheinungsdatum	11.11.2025
Reihe/Serie	Quantum Computing
Zusatzinfo	9 b/w and 40 col. ill., 18 b/w tbl.
Verlagsort	Berlin/Boston
Sprache	englisch
Maße	170 x 240 mm
Gewicht	500 g
Themenwelt	Informatik ► Theorie / Studium ► Künstliche Intelligenz / Robotik
Schlagworte	Artificial Intelligence • deep neural networks • Deep Neural Networks (DNNs) • generative adversarial networks • Künstliche Intelligenz • Quantencomputer • Quantum Computing • Variational Autoencoders (VAEs)_x000D_ _x000D_
ISBN-10	3-11-135478-4 / 3111354784
ISBN-13	978-3-11-135478-1 / 9783111354781
Zustand	Neuware