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Learning is one of the things that humans do naturally, and it has always been a challenge for us to understand the process. Nowadays this challenge has another dimension as we try to build machines that are able to learn and to undertake tasks such as datamining, image processing and pattern recognition. We can formulate a simple framework, artificial neural networks, in which learning from examples may be described and understood. The contribution to this subject made over the last decade by researchers applying the techniques of statistical mechanics is the subject of this book. The authors provide a coherent account of various important concepts and techniques that are currently only found scattered in papers, supplement this with background material in mathematics and physics and include many examples and exercises to make a book that can be used with courses, or for self-teaching, or as a handy reference.
Throughout Disney's phenomenally successful run in the entertainment industry, the company has negotiated the use of cutting-edge film and media technologies that, J. P. Telotte argues, have proven fundamental to the company's identity. Disney's technological developments include the use of stereophonic surround sound for Fantasia, experimentation with wide-screen technology, inaugural adoption of three-strip Technicolor film, and early efforts at fostering depth in the animated image. Telotte also chronicles Disney's partnership with television, development of the theme park, and depiction of technology in science-fiction narratives. An in-depth discussion of Disney's shift into digital filmmaking with its Pixar partnership and an emphasis on digital special effects in live-action films, such as the Pirates of the Caribbean series, also highlight the studio's historical investment in technology. By exploring the technological context for Disney creations throughout its history, The Mouse Machine illuminates Disney's extraordinary growth into one of the largest and most influential media and entertainment companies in the world. Hardbook is unjacketed.
Dynamics of Contention by Doug McAdam,Sidney Tarrow,Charles Tilly Pdf
"Over the past two decades the study of social movements, revolution, democratization and other non-routine politics has flourished. And yet research on the topic remains highly fragmented, reflecting the influence of at least three traditional divisions. The first of these reflects the view that various forms of contention are distinct and should be studied independent of others. Separate literatures have developed around the study of social movements, revolutions and industrial conflict. A second approach to the study of political contention denies the possibility of general theory in deference to a grounding in the temporal and spatial particulars of any given episode of contention. The study of contentious politics are left to 'area specialists' and/or historians with a thorough knowledge of the time and place in question. Finally, overlaid on these two divisions are stylized theoretical traditions - structuralist, culturalist, and rationalist - that have developed largely in isolation from one another." http://www.loc.gov/catdir/description/cam021/2001016172.html.
The Cambridge History of Nineteenth-Century Music by Jim Samson Pdf
The most informed reference book on nineteenth-century music currently available, this comprehensive overview of music in the nineteenth century draws on the most recent scholarship in the field. Essays investigate the intellectual and socio-political history of the time, and examine topics such as nations and nationalism, the emergent concept of an avant garde, and musical styles and languages at the turn of the century. It contains a detailed chronology, and extensive glossaries.
Author : Christopher B. Cooper,Thomas W. Storer Publisher : Cambridge University Press Page : 294 pages File Size : 54,9 Mb Release : 2001-08-09 Category : Medical ISBN : 9781139429610
Exercise Testing and Interpretation by Christopher B. Cooper,Thomas W. Storer Pdf
This 2001 book provides a practical and systematic approach to the acquisition, interpretation, and reporting of physiologic responses to exercise. Pulmonologists, cardiologists, and sports physicians, as well as respiratory therapists and other allied health professionals will find this book an indispensable resource when learning to select proper instruments, identify the most appropriate test protocols, and integrate and interpret physiologic response variables. The final chapter presents clinical cases to illuminate useful strategies for exercise testing and interpretation. Useful appendices offer laboratory forms, algorithms and calculations, as well as answers to FAQs. A glossary of terms, symbols, and definitions is also included. Exercise Testing and Interpretation: A Practical Approach offers clearly defined responses (both normal and abnormal) to over thirty performance variables including aerobic, cardiovascular, ventilatory, and gas-exchange variables. Practical, portable, and easy-to-read, this essential guidebook can be used as a complement to more detailed books on the topic, or stand on its own.
In an increasingly globalised world, economic and cultural imperatives can be seen as two of the most powerful forces shaping human behaviour. This book considers the relationship between economics and culture both as areas of intellectual discourse, and as systems of societal organisation. Adopting a broad definition of culture, it explores the economic dimensions of culture, and the cultural context of economics. The book is built on a foundation of value theory, developing the twin notions of economic and cultural value as underlying principles for integrating the two fields. Ideas of cultural capital and sustainability are discussed, especially as means of analysing the particular problems of cultural heritage, drawing parallels with the treatment of natural capital in ecological economics. The book goes on to discuss the economics of creativity in the production of cultural goods and services; culture in economic development; the cultural industries; and cultural policy.
Human beings have always been specialists, but over the past two centuries division of labor has become deeper, ubiquitous, and much more fluid. The form it now takes brings in its wake a series of problems that are simultaneously philosophical and practical, having to do with coordinating the activities of experts in different disciplines who do not understand one another. Because these problems are unrecognized, and because we do not have solutions for them, we are on the verge of an age in which decisions that depend on understanding more than one discipline at a time will be made badly. Since so many decisions do require multidisciplinary knowledge, these philosophical problems are urgent. Some of the puzzles that have traditionally been on philosophers' agendas have to do with intellectual devices developed to handle less extreme forms of specialization. Two of these, necessity and the practical `ought', are given extended treatment in Elijah Millgram's The Great Endarkenment. In this collection of essays, both previously published and new, Millgram pays special attention to ways a focus on cognitive function reframes familiar debates in metaethics and metaphysics. Consequences of hyperspecialization for the theory of practical rationality, for our conception of agency, and for ethics are laid out and discussed. An Afterword considers whether and how philosophers can contribute to solving the very pressing problems created by contemporary division of labor. "These always interesting, often brilliant, and contentious essays focus on the question of how we need to reason practically, if we are to flourish, given Millgram's account of our human nature and of the environments that we inhabit. The originality of his thought is matched by his clarity and his wit."--Alasdair MacIntyre, University of Notre Dame