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Part One: Classical Dynamical Systems
Addresses classical dynamical systems, classical dynamical entropy, and classical algorithmic complexity.
Includes a survey of the theory of simple perceptrons and their storage capacity.
Part Two: Quantum Dynamical Systems
Focuses on the dynamics of entanglement under dissipative dynamics and its metrological use in finite level quantum systems.
Discusses the quantum fluctuation approach to large-scale mesoscopic systems and their emergent dynamics in quantum systems with infinitely many degrees of freedom.
Introduces a model ofquantum perceptron whose storage capacity is computed and compared with the classical one.
Part Three: Quantum Dynamical Entropies and Complexities
Devoted to quantum dynamical entropies and algorithmic complexities.
This book is meant for advanced students, young and senior researchers working in the fields of quantum statistical mechanics, quantum information, and quantum dynamical systems. It is self-contained, and the only prerequisites needed are a standard knowledge of statistical mechanics, quantum mechanics, and linear operators on Hilbert spaces.
Part One: Classical Dynamical Systems
Addresses classical dynamical systems, classical dynamical entropy, and classical algorithmic complexity.
Includes a survey of the theory of simple perceptrons and their storage capacity.
Part Two: Quantum Dynamical Systems
Focuses on the dynamics of entanglement under dissipative dynamics and its metrological use in finite level quantum systems.
Discusses the quantum fluctuation approach to large-scale mesoscopic systems and their emergent dynamics in quantum systems with infinitely many degrees of freedom.
Introduces a model ofquantum perceptron whose storage capacity is computed and compared with the classical one.
Part Three: Quantum Dynamical Entropies and Complexities
Devoted to quantum dynamical entropies and algorithmic complexities.
This book is meant for advanced students, young and senior researchers working in the fields of quantum statistical mechanics, quantum information, and quantum dynamical systems. It is self-contained, and the only prerequisites needed are a standard knowledge of statistical mechanics, quantum mechanics, and linear operators on Hilbert spaces.
Includes new chapters on classical and quantum perceptrons and on quantum fluctuations
Offers a self-contained overview of the dynamics of information in dissipative quantum systems
Addresses complexity issues in classical and quantum dynamical systems and information theory
Erscheinungsjahr: | 2023 |
---|---|
Fachbereich: | Theoretische Physik |
Genre: | Mathematik, Medizin, Naturwissenschaften, Physik, Technik |
Rubrik: | Naturwissenschaften & Technik |
Medium: | Buch |
Inhalt: |
xiv
618 S. 21 s/w Illustr. 618 p. 21 illus. |
ISBN-13: | 9783031342479 |
ISBN-10: | 303134247X |
Sprache: | Englisch |
Einband: | Gebunden |
Autor: | Benatti, Fabio |
Auflage: | Second Edition 2023 |
Hersteller: |
Springer International Publishing
Springer International Publishing AG |
Verantwortliche Person für die EU: | Springer Verlag GmbH, Tiergartenstr. 17, D-69121 Heidelberg, juergen.hartmann@springer.com |
Maße: | 241 x 160 x 40 mm |
Von/Mit: | Fabio Benatti |
Erscheinungsdatum: | 23.08.2023 |
Gewicht: | 1,103 kg |
Includes new chapters on classical and quantum perceptrons and on quantum fluctuations
Offers a self-contained overview of the dynamics of information in dissipative quantum systems
Addresses complexity issues in classical and quantum dynamical systems and information theory
Erscheinungsjahr: | 2023 |
---|---|
Fachbereich: | Theoretische Physik |
Genre: | Mathematik, Medizin, Naturwissenschaften, Physik, Technik |
Rubrik: | Naturwissenschaften & Technik |
Medium: | Buch |
Inhalt: |
xiv
618 S. 21 s/w Illustr. 618 p. 21 illus. |
ISBN-13: | 9783031342479 |
ISBN-10: | 303134247X |
Sprache: | Englisch |
Einband: | Gebunden |
Autor: | Benatti, Fabio |
Auflage: | Second Edition 2023 |
Hersteller: |
Springer International Publishing
Springer International Publishing AG |
Verantwortliche Person für die EU: | Springer Verlag GmbH, Tiergartenstr. 17, D-69121 Heidelberg, juergen.hartmann@springer.com |
Maße: | 241 x 160 x 40 mm |
Von/Mit: | Fabio Benatti |
Erscheinungsdatum: | 23.08.2023 |
Gewicht: | 1,103 kg |