Acceso a las primeras páginas
Sumario

Acceso a las primeras páginas
Sumario

Sumario

Sumario

Sumario

Sumario

Tabla de Contenidos: “…Front Cover -- Quantum Inspired Computational Intelligence: Research and Applications -- Copyright -- Dedication -- Contents -- List of Contributors -- About the Editors -- Foreword -- Preface -- Acknowledgments -- Part I : Research -- Chapter 1: Quantum neural computation of entanglement is robust to noise and decoherence -- 1 Introduction and Literature Background -- 2 Dynamic Learning of an Entanglement Indicator -- 3 Learning with Noise -- 4 Decoherence -- 5 Noise Plus Decoherence -- 6 Conclusions -- Acknowledgments -- References -- Chapter 2: Quantum computing and supervised machine learning: Training, model selection, and error estimation -- 1 Introduction -- 2 The Supervised Learning Problem: Training, Model Selection, and Error Estimation -- 3 Classical and Quantum Computing -- 3.1 Classical Computing -- 3.2 Quantum Computing -- 4 Quantum Computing for Training -- 4.1 Bounded Loss Functions -- 4.1.1 Example: The problems behind the convex relaxation -- 4.2 Energy-Efficient Models -- 4.3 Sparse Solutions -- 4.4 Gibbs and Bayes Classifiers -- 5 Quantum Computing for Model Selection and Error Estimation -- 5.1 Out-of-Sample Methods: Hold-Out, Cross Validation, and Bootstrap -- 5.2 Vapnik-Chervonenkis Theory -- 5.3 (Local) Rademacher Complexity Theory -- 5.4 PAC-Bayes Theory -- 5.4.1 Algorithmic stability -- 5.4.2 Compression bound -- 6 Conclusions -- References -- Chapter 3: Field computation: A framework for quantum-inspired computing -- 1 Introduction -- 2 Fields -- 3 Field computation -- 4 Derivatives of Field Transformations -- 5 Examples of Field Computation -- 5.1 Neural Network-Style Computation -- 5.2 Discrete Basis Function Networks -- 5.3 Continua of Basis Functions -- 5.4 Approximations of Spatial Integration and Differentiation -- 5.5 Iterative Field Computation -- 5.6 Field Differential Equations…”

“…Learn how to go beyond classical automation with CFEngine 3, one of the most established configuration management systems available. …”

“…It grew out of lecture notes of master courses taught by the author at Radboud University, the Netherlands, over a period of more than four decades. …”

“…The first volume proposes several studies on archaeological materials, such as African sealed ceramics, locally produced wine amphorae (LRA 7), stone mortars, sporadic fragments of ornamental stones, a cup with a glass-painted inside, fabrics of the so-called 'Coptic' type, as well as analysis of forensic anthropology on the bone remains of a certain Theodosia, whose funeral chapel had been discovered and illustrated in the excavations conducted on the site of the University of Florence in the mid-1930s. In the second volume, there are editions of new papyri, parchments and ostraka, with texts based on documents from everyday life or from the Classical and Christian literary culture. …”