Author: Institute of Electrical and Electronics Engineers
Publisher:
ISBN: 9780780317970
Category : Electrical engineering
Languages : en
Pages : 522

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Book Description

Author: Vanderlei Bonato
Publisher: Springer
ISBN: 331930481X
Category : Computers
Languages : en
Pages : 374

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Book Description
This book constitutes the refereed proceedings of the 12th International Symposium on Applied Reconfigurable Computing, ARC 2016, held in Rio de Janeiro, Brazil, in March 2016. The 20 full papers presented in this volume were carefully reviewed and selected from 47 submissions. They are organized in topical headings named: video and image processing; fault-tolerant systems; tools and architectures; signal processing; and multicore systems. In addition, the book contains 3 invited papers and 8 poster papers on funded RD running and completed projects.

Author: Jemal Abawajy
Publisher: Springer
ISBN: 3319670719
Category : Technology & Engineering
Languages : en
Pages : 534

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Book Description
This book presents the outcomes of the 2017 International Conference on Applications and Techniques in Cyber Security and Intelligence, which focused on all aspects of techniques and applications in cyber and electronic security and intelligence research. The conference provides a forum for presenting and discussing innovative ideas, cutting-edge research findings, and novel techniques, methods and applications on all aspects of cyber and electronic security and intelligence.

Author: Ian Goodfellow
Publisher: MIT Press
ISBN: 0262035618
Category : Computers
Languages : en
Pages : 801

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Book Description
An introduction to a broad range of topics in deep learning, covering mathematical and conceptual background, deep learning techniques used in industry, and research perspectives. “Written by three experts in the field, Deep Learning is the only comprehensive book on the subject.” —Elon Musk, cochair of OpenAI; cofounder and CEO of Tesla and SpaceX Deep learning is a form of machine learning that enables computers to learn from experience and understand the world in terms of a hierarchy of concepts. Because the computer gathers knowledge from experience, there is no need for a human computer operator to formally specify all the knowledge that the computer needs. The hierarchy of concepts allows the computer to learn complicated concepts by building them out of simpler ones; a graph of these hierarchies would be many layers deep. This book introduces a broad range of topics in deep learning. The text offers mathematical and conceptual background, covering relevant concepts in linear algebra, probability theory and information theory, numerical computation, and machine learning. It describes deep learning techniques used by practitioners in industry, including deep feedforward networks, regularization, optimization algorithms, convolutional networks, sequence modeling, and practical methodology; and it surveys such applications as natural language processing, speech recognition, computer vision, online recommendation systems, bioinformatics, and videogames. Finally, the book offers research perspectives, covering such theoretical topics as linear factor models, autoencoders, representation learning, structured probabilistic models, Monte Carlo methods, the partition function, approximate inference, and deep generative models. Deep Learning can be used by undergraduate or graduate students planning careers in either industry or research, and by software engineers who want to begin using deep learning in their products or platforms. A website offers supplementary material for both readers and instructors.

Author:
Publisher: Springer Science & Business Media
ISBN: 3540693831
Category : Computational complexity
Languages : en
Pages : 1070

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Book Description

Author: National Research Council
Publisher: National Academies Press
ISBN: 0309262380
Category : Computers
Languages : en
Pages : 117

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Book Description
Computing and information and communications technology (ICT) has dramatically changed how we work and live, has had profound effects on nearly every sector of society, has transformed whole industries, and is a key component of U.S. global leadership. A fundamental driver of advances in computing and ICT has been the fact that the single-processor performance has, until recently, been steadily and dramatically increasing year over years, based on a combination of architectural techniques, semiconductor advances, and software improvements. Users, developers, and innovators were able to depend on those increases, translating that performance into numerous technological innovations and creating successive generations of ever more rich and diverse products, software services, and applications that had profound effects across all sectors of society. However, we can no longer depend on those extraordinary advances in single-processor performance continuing. This slowdown in the growth of single-processor computing performance has its roots in fundamental physics and engineering constraints-multiple technological barriers have converged to pose deep research challenges, and the consequences of this shift are deep and profound for computing and for the sectors of the economy that depend on and assume, implicitly or explicitly, ever-increasing performance. From a technology standpoint, these challenges have led to heterogeneous multicore chips and a shift to alternate innovation axes that include, but are not limited to, improving chip performance, mobile devices, and cloud services. As these technical shifts reshape the computing industry, with global consequences, the United States must be prepared to exploit new opportunities and to deal with technical challenges. The New Global Ecosystem in Advanced Computing: Implications for U.S. Competitiveness and National Security outlines the technical challenges, describe the global research landscape, and explore implications for competition and national security.

Author: National Research Council
Publisher: National Academies Press
ISBN: 0309179025
Category : Computers
Languages : en
Pages : 222

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Book Description
To mark the opening of a study of Comparative Innovation Policy: Best Practice for the 21st Century the Board on Science, Technology, and Economic Policy (STEP) convened a symposium providing an overview of areas to be examined in the study and topics requiring further policy attention. The event highlighted the policies and programs of leading nations and provided valuable insights into some of the common challenges of growing and supporting high-technology industry and the commercialization of public investments in R&D. This report contains a summary of the symposium proceedings and an introduction analyzing the issues and placing them in a broader policy context.

Author: National Research Council/World Bank
Publisher: National Academies Press
ISBN: 0309053498
Category : Technology & Engineering
Languages : en
Pages : 263

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Book Description
Recent technological advances, particularly in microelectronics and telecommunications, biotechnology, and advanced materials, pose critical challenges and opportunities for developing countries, and for the development banks and other organizations that serve them. Those countries that fail to adapt to the transformations driven by new technologies in industry, agriculture, health, environment, energy, education, and other sectors may find it difficult to avoid falling behind. This book represents a joint effort by the World Bank and the National Research Council to survey the status and effect of technology change in key sectors and to recommend action by the development organizations, government, private sector and the scientific and technological community.

Author: National Research Council
Publisher: National Academies Press
ISBN: 0309137896
Category : Political Science
Languages : en
Pages : 214

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Book Description
Many nations are currently adopting a variety of directed strategies to launch and support research parks, often with significant financial commitments and policy support. By better understanding how research parks of other nations operate, we can seek to improve the scale and contributions of parks in the U.S. To that end, the National Academies convened an international conference on global best practices in research parks. This volume, a report of the conference, includes discussion of the diverse roles that research parks in both universities and laboratories play in national innovation systems. The presentations identify common challenges and demonstrate substantial differences in research park programs around the world.

Author: Audretsch, David E.
Publisher: Edward Elgar Publishing
ISBN: 1800374402
Category : Business & Economics
Languages : en
Pages : 291

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Book Description
Written by a plethora of expert contributors from a range of institutions, the Handbook of Technology Transfer provides an engaging deep-dive review of technology transfer as a complex and dynamic process, applying different mechanisms characterising activities in a variety of countries.