Information Theory, Inference and Learning Algorithms PDF Download

Author: David J. C. MacKay
Publisher: Cambridge University Press
ISBN: 9780521642989
Category : Computers
Languages : en
Pages : 694

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Book Description
Information theory and inference, taught together in this exciting textbook, lie at the heart of many important areas of modern technology - communication, signal processing, data mining, machine learning, pattern recognition, computational neuroscience, bioinformatics and cryptography. The book introduces theory in tandem with applications. Information theory is taught alongside practical communication systems such as arithmetic coding for data compression and sparse-graph codes for error-correction. Inference techniques, including message-passing algorithms, Monte Carlo methods and variational approximations, are developed alongside applications to clustering, convolutional codes, independent component analysis, and neural networks. Uniquely, the book covers state-of-the-art error-correcting codes, including low-density-parity-check codes, turbo codes, and digital fountain codes - the twenty-first-century standards for satellite communications, disk drives, and data broadcast. Richly illustrated, filled with worked examples and over 400 exercises, some with detailed solutions, the book is ideal for self-learning, and for undergraduate or graduate courses. It also provides an unparalleled entry point for professionals in areas as diverse as computational biology, financial engineering and machine learning.

Author: Charles Rivière
Publisher: Springer Nature
ISBN: 3030242439
Category : Medical
Languages : en
Pages : 346

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Book Description
This open access book describes and illustrates the surgical techniques, implants, and technologies used for the purpose of personalized implantation of hip and knee components. This new and flourishing treatment philosophy offers important benefits over conventional systematic techniques, including component positioning appropriate to individual anatomy, improved surgical reproducibility and prosthetic performance, and a reduction in complications. The techniques described in the book aim to reproduce patients’ native anatomy and physiological joint laxity, thereby improving the prosthetic hip/knee kinematics and functional outcomes in the quest of the forgotten joint. They include kinematically aligned total knee/total hip arthroplasty, partial knee replacement, and hip resurfacing. The relevance of available and emerging technological tools for these personalized approaches is also explained, with coverage of, for example, robotics, computer-assisted surgery, and augmented reality. Contributions from surgeons who are considered world leaders in diverse fields of this novel surgical philosophy make this open access book will invaluable to a wide readership, from trainees at all levels to consultants practicing lower limb surgery

Author: Gregory Bassham
Publisher:
ISBN: 9780071101547
Category : Critical thinking
Languages : en
Pages : 497

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Book Description
Through the use of humour, fun exercises, and a plethora of innovative and interesting selections from writers such as Dave Barry, Al Franken, J.R.R. Tolkien, as well as from the film 'The Matrix', this text hones students' critical thinking skills.

Author: Wendy Sue Swanson
Publisher:
ISBN: 9781581108378
Category : Family & Relationships
Languages : en
Pages : 0

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Book Description
Presents evidence-based advice on raising children, enhancing a collection of the author's blog posts with statistics, charts, and summaries to discuss four themes--prevention, social-emotional support, immunizations, and work-life balance.--

Author: Siegfried Kracauer
Publisher: Harvard University Press
ISBN: 9780674551633
Category : Family & Relationships
Languages : en
Pages : 420

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Book Description
The Mass Ornament today remains a refreshing tribute to popular culture, and its impressively interdisciplinary writings continue to shed light not only on Kracauer's later work but also on the ideas of the Frankfurt School, the genealogy of film theory and cultural studies, Weimar cultural politics, and, not least, the exigencies of intellectual exile.

Author: Martin Reeves
Publisher: Harvard Business Press
ISBN: 1647820871
Category : Business & Economics
Languages : en
Pages : 248

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Book Description
A guide for mining the imagination to find powerful new ways to succeed. We need imagination now more than ever—to find new opportunities, rethink our businesses, and discover paths to growth. Yet too many companies have lost their ability to imagine. What is this mysterious capacity? How does imagination work? And how can organizations keep it alive and harness it in a systematic way? The Imagination Machine answers these questions and more. Drawing on the experience and insights of CEOs across several industries, as well as lessons from neuroscience, computer science, psychology, and philosophy, Martin Reeves of Boston Consulting Group's Henderson Institute and Jack Fuller, an expert in neuroscience, provide a fascinating look into the mechanics of imagination and lay out a process for creating ideas and bringing them to life: The Seduction: How to open yourself up to surprises The Idea: How to generate new ideas The Collision: How to rethink your idea based on real-world feedback The Epidemic: How to spread an evolving idea to others The New Ordinary: How to turn your novel idea into an accepted reality The Encore: How to repeat the process—again and again. Imagination is one of the least understood but most crucial ingredients of success. It's what makes the difference between an incremental change and the kinds of pivots and paradigm shifts that are essential to transformation—especially during a crisis. The Imagination Machine is the guide you need to demystify and operationalize this powerful human capacity, to inject new life into your company, and to head into unknown territory with the right tools at your disposal.

Author: David Ganz
Publisher: Walter de Gruyter GmbH & Co KG
ISBN: 3110558602
Category : Religion
Languages : en
Pages : 322

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Book Description
According to a longstanding interpretation, book religions are agents of textuality and logocentrism. This volume inverts the traditional perspective: its focus is on the strong dependency between scripture and aesthetics, holy books and material artworks, sacred texts and ritual performances. The contributions, written by a group of international specialists in Western, Byzantine, Islamic and Jewish Art, are committed to a comparative and transcultural approach. The authors reflect upon the different strategies of »clothing« sacred texts with precious materials and elaborate forms. They show how the pretypographic cultures of the Middle Ages used book ornaments as media for building a close relation between the divine words and their human audience. By exploring how art shapes the religious practice of books, and how the religious use of books shapes the evolution of artistic practices this book contributes to a new understanding of the deep nexus between sacred scripture and art.

Author: Charles Harrison
Publisher: MIT Press
ISBN: 9780262582414
Category : Art
Languages : en
Pages : 350

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Book Description
Critical and theoretical essays by a long-time participant in the Art & Language movement. These essays by art historian and critic Charles Harrison are based on the premise that making art and talking about art are related enterprises. They are written from the point of view of Art & Language, the artistic movement based in England—and briefly in the United States—with which Harrison has been associated for thirty years. Harrison uses the work of Art & Language as a central case study to discuss developments in art from the 1950s through the 1980s. According to Harrison, the strongest motivation for writing about art is that it brings us closer to that which is other than ourselves. In seeing how a work is done, we learn about its achieved identity: we see, for example, that a drip on a Pollock is integral to its technical character, whereas a drip on a Mondrian would not be. Throughout the book, Harrison uses specific examples to address a range of questions about the history, theory, and making of modern art—questions about the conditions of its making and the nature of its public, about the problems and priorities of criticism, and about the relations between interpretation and judgment.

Author: Antonio Cristaudo
Publisher: Springer Nature
ISBN: 3030022005
Category : Medical
Languages : en
Pages : 444

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Book Description
This comprehensive, well-illustrated, and easily accessible book documents the latest research outcomes concerning sexually transmitted infections (STIs) and describes important advances in their prevention, diagnosis and treatment. The changes in the epidemiology and clinical aspects of STIs that have occurred over the past decade are fully explored, with special attention to core groups and patients with immunological disorders. The emerging challenges associated with particular sexually transmitted pathogens, including C. trachomatis, N. gonorrhoeae, HPV, and HIV, are identified and discussed. Readers will find detailed information on modern preventive strategies, new laboratory and diagnostic techniques, and a range of innovative treatments, including vaccines, continuous antiretroviral therapy, and new drugs against hepatitis viruses. Attention is also drawn to new directions in biomedical research that promise clinical benefits for the patients and communities. The combination of a detailed clinical and research approach, with emphasis on new knowledge and innovative aspects, ensures that the book will be of value to a wide readership comprising both clinicians and researchers.

Author: Ignasi-Xavier Adiego
Publisher: Edicions Universitat Barcelona
ISBN: 8491683755
Category : History
Languages : en
Pages : 329

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Book Description
This book focuses on Luwic languages, bringing together approaches from Indo-European linguistics and language reconstruction and also from other intrinsically related disciplines such as epigraphy, numismatics and archaeology, and shows very clearly how these disciplines can benefit from each other. The volume gathers together the most recent results of investigation in the field, and is the natural extension of recent work completed by a research group on Luwic dialects over a number of years. Among the thirteen contributions, fitting neatly within the Luwian and other Anatolian languages, a rich variety of subjects are covered: epigraphy, grammar, etymology, textual interpretation, and archaeological context.