Massimiliano Di Ventra: Memcomputing | Buch

Cover: 9780192845320 | Memcomputing | Fundamentals and Applications | Massimiliano Di Ventra

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Beschreibung

This book explains the main ideas behind MemComputing, its theoretical foundations and its applicability to a wide variety of combinatorial optimization problems, machine learning, and quantum mechanics.

Über den Autor

Massimiliano Di Ventra obtained his undergraduate degree in Physics summa cum laude from the University of Trieste (Italy) in 1991 and did his PhD studies at the Swiss Federal Institute of Technology in Lausanne 1993-1997. He is now professor of Physics at the University of California, San Diego. Di Ventra's research interests are in condensed-matter theory and unconventional computing. He has been invited to deliver more than 300 talks worldwide on these topics. He has published more than 200 papers in refereed journals and 3 textbooks, and has 4 granted patents. He is a fellow of the American Physical Society and the Institute of Physics, and a foreign member of Academia Europaea. In 2018 he was named Highly Cited Researcher by Clarivate Analytics and he is the recipient of the 2020 Feynman Prize for Theory in Nanotechnology.

Inhaltsverzeichnis

Preface

1: The physics of computing and computing with physics

2: Computing: The Turing way

3: Dynamical systems picture of computing

4: Memory, memelements, active elements, and memprocessors

5: Universal MemComputing machine

6: Digital MemComputing machines

7: Self-organizing gates and circuits

8: Numerical simulations of DMMs

9: Application to combinatorial optimization problems

10: Application to machine learning and quantum mechanics

11: Topological features of DMMs

12: Approach to equilibrium and the ordered state of DMMs

13: Epilogue and future work

Details

Erscheinungsjahr:	2022
Fachbereich:	Arithmetik & Algebra
Genre:	Importe , Mathematik
Rubrik:	Naturwissenschaften & Technik
Medium:	Buch
Inhalt:	Gebunden
ISBN-13:	9780192845320
ISBN-10:	0192845322
Sprache:	Englisch
Einband:	Gebunden
Autor:	Di Ventra, Massimiliano
Hersteller:	Oxford University Press
Verantwortliche Person für die EU:	Deutsche Bibelgesellschaft, Postfach:81 03 40, D-70567 Stuttgart, vertrieb@dbg.de
Maße:	250 x 194 x 20 mm
Von/Mit:	Massimiliano Di Ventra
Erscheinungsdatum:	21.05.2022
Gewicht:	0,993 kg

Artikel-ID: 120795872

Über den Autor

Inhaltsverzeichnis

Preface

1: The physics of computing and computing with physics

2: Computing: The Turing way

3: Dynamical systems picture of computing

4: Memory, memelements, active elements, and memprocessors

5: Universal MemComputing machine

6: Digital MemComputing machines

7: Self-organizing gates and circuits

8: Numerical simulations of DMMs

9: Application to combinatorial optimization problems

10: Application to machine learning and quantum mechanics

11: Topological features of DMMs

12: Approach to equilibrium and the ordered state of DMMs

13: Epilogue and future work

Details

Erscheinungsjahr:	2022
Fachbereich:	Arithmetik & Algebra
Genre:	Importe , Mathematik
Rubrik:	Naturwissenschaften & Technik
Medium:	Buch
Inhalt:	Gebunden
ISBN-13:	9780192845320
ISBN-10:	0192845322
Sprache:	Englisch
Einband:	Gebunden
Autor:	Di Ventra, Massimiliano
Hersteller:	Oxford University Press
Verantwortliche Person für die EU:	Deutsche Bibelgesellschaft, Postfach:81 03 40, D-70567 Stuttgart, vertrieb@dbg.de
Maße:	250 x 194 x 20 mm
Von/Mit:	Massimiliano Di Ventra
Erscheinungsdatum:	21.05.2022
Gewicht:	0,993 kg