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SpiNNaker - A Spiking Neural Network Architecture
This books tells the story of the origins of the world's largest neuromorphic computing platform, its development and its deployment, and the immense software development effort that has gone into making it openly available and accessible to researchers and students the world over
Becoming a Platform in Europe
Emerging out of the collaborative work conducted within the Working Group "Mechanisms to activate and support the collaborative economy" of the COST Action "From Sharing to Caring: Examining Socio-Technical Aspects of the Collaborative Economy", the book questions the varied set of organizational forms collected under the label of "collaborative" or "sharing" economy --ranging from grassroots peer-to-peer solidarity initiatives to corporate owned platforms-- from the perspective of what is known as the European social values: respect for human dignity and human rights (including those of minorities), freedom, democracy, equality, and the rule of law. Therefore, the edited collection focuses ...
Convex Optimization
This monograph presents the main complexity theorems in convex optimization and their corresponding algorithms. It begins with the fundamental theory of black-box optimization and proceeds to guide the reader through recent advances in structural optimization and stochastic optimization. The presentation of black-box optimization, strongly influenced by the seminal book by Nesterov, includes the analysis of cutting plane methods, as well as (accelerated) gradient descent schemes. Special attention is also given to non-Euclidean settings (relevant algorithms include Frank-Wolfe, mirror descent, and dual averaging), and discussing their relevance in machine learning. The text provides a gentle...
Copula Modeling
Copula Modeling explores the copula approach for econometrics modeling of joint parametric distributions. Copula Modeling demonstrates that practical implementation and estimation is relatively straightforward despite the complexity of its theoretical foundations. An attractive feature of parametrically specific copulas is that estimation and inference are based on standard maximum likelihood procedures. Thus, copulas can be estimated using desktop econometric software. This offers a substantial advantage of copulas over recently proposed simulation-based approaches to joint modeling. Copulas are useful in a variety of modeling situations including financial markets, actuarial science, and microeconometrics modeling. Copula Modeling provides practitioners and scholars with a useful guide to copula modeling with a focus on estimation and misspecification. The authors cover important theoretical foundations. Throughout, the authors use Monte Carlo experiments and simulations to demonstrate copula properties
Cyber-Physical Threat Intelligence for Critical Infrastructures Security
Modern critical infrastructures can be considered as large scale Cyber Physical Systems (CPS). Therefore, when designing, implementing, and operating systems for Critical Infrastructure Protection (CIP), the boundaries between physical security and cybersecurity are blurred. Emerging systems for Critical Infrastructures Security and Protection must therefore consider integrated approaches that emphasize the interplay between cybersecurity and physical security techniques. Hence, there is a need for a new type of integrated security intelligence i.e., Cyber-Physical Threat Intelligence (CPTI). This book presents novel solutions for integrated Cyber-Physical Threat Intelligence for infrastruct...
Brand Attachment
The purpose of this review is to provide an overview of various literatures related to consumer search for information, and its effect on markets. Normative models of consumer search prior to purchase, and of consumer search through experience, are reviewed first. Models of consumer consideration set formation are also outlined. These models are generally based on consumers balancing the costs and benefits of search, which implies that search should be limited if it is costly. The extensive empirical literature on consumer search, which is reviewed next, does indicate that search is limited. The third major section of this review discusses the effect of search on market equilibrium, and market forces related to the supply of information. These include models of how advertising, retailing, and the Internet become organized to facilitate consumer search. The review concludes with a discussion of overall findings and suggestions for further research.
Information Extraction
Surveys over two decades of information extraction research from various communities such as computational linguistics, machine learning, databases and information retrieval.
Sparsity Methods for Systems and Control
The method of sparsity has been attracting a lot of attention in the fields related not only to signal processing, machine learning, and statistics, but also systems and control. The method is known as compressed sensing, compressive sampling, sparse representation, or sparse modeling. More recently, the sparsity method has been applied to systems and control to design resource-aware control systems. This book gives a comprehensive guide to sparsity methods for systems and control, from standard sparsity methods in finite-dimensional vector spaces (Part I) to optimal control methods in infinite-dimensional function spaces (Part II). The primary objective of this book is to show how to use sp...
3D Reconstruction from Multiple Images
The issue discusses methods to extract 3-dimensional (3D) models from plain images. In particular, the 3D information is obtained from images for which the camera parameters are unknown. The principles underlying such uncalibrated structure-from-motion methods are outlined. First, a short review of 3D acquisition technologies puts such methods in a wider context, and highlights their important advantages. Then, the actual theory behind this line of research is given. The authors have tried to keep the text maximally self-contained, therefore also avoiding to rely on an extensive knowledge of the projective concepts that usually appear in texts about self-calibration 3D methods. Rather, mathe...
The Economics of Occupational Safety and Health
The Economics of Occupational Safety and Health examines occupational risks that influence the safety decisions of a firm.
