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From Artificial Intelligence to Brain Intelligence: AI Compute Symposium 2018, Rajiv Joshi, Matt Ziegler, Arvind Kumar, Eduard Alarcon


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Автор: Rajiv Joshi, Matt Ziegler, Arvind Kumar, Eduard Alarcon
Название:  From Artificial Intelligence to Brain Intelligence: AI Compute Symposium 2018
ISBN: 9788770221238
Издательство: Taylor&Francis
Классификация:




ISBN-10: 8770221235
Обложка/Формат: Hardback
Страницы: 300
Вес: 0.58 кг.
Дата издания: 30.03.2020
Серия: Tutorials in circuits and systems
Язык: English
Размер: 127 x 240 x 20
Читательская аудитория: Professional & vocational
Ключевые слова: Artificial intelligence,Circuits & components,Communications engineering / telecommunications,Computer science, COMPUTERS / Computer Science,TECHNOLOGY & ENGINEERING / Electronics / Circuits
Подзаголовок: Ai compute symposium 2018
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Поставляется из: Европейский союз
Описание: The field of AI is not new to researchers, as its foundations were established in the 1950s. After many decades of inattention, there has been a dramatic resurgence of interest in AI, fueled by a confluence of several factors. The benefits of decades of Dennard scaling and Moore’s law miniaturization, coupled with the rise of highly distributed processing, have led to massively parallel systems well suited for handling big data. The widespread availability of big data, necessary for training AI algorithms, is another important factor. Finally, the greatly increased compute power and memory bandwidths have enabled deeper networks and new algorithms capable of accuracy rivaling that of human perception.

Already AI has shown success in many diverse areas, including finance (portfolio management, investment strategies), marketing, health care, transportation, gaming, defense, robotics, computer vision, education, search engines, online assistants, image/facial recognition, anomaly detection, spam filtering, online customer service, biometric sensors, and predictive maintenance, to name a few. Despite these remarkable advances, the human brain is still superior in many ways – including, notably, energy efficiency and one-shot learning – giving researchers new areas to explore. In summary, AI research and applications will continue with vigor in software, algorithms, and hardware accelerators. These exciting developments have also brought new questions of ethics and privacy, areas which must be studied in tandem with technological advances.

To continue the success story of AI, the AI Compute symposium was launched with the sponsorship of IBM, IEEE CAS and EDS for the first time. The aim of this publication is to compile all the materials presented by the renowned speakers in the symposium into a book format, serving as a learning tool for the audience.

This book contains two broad topics: general AI advances (chapters 1-5) and neuromorphic computing directions (chapters 6-9). Technical topics discussed in the book include:
  • 1. Research Directions in AI algorithms and systems
  • 2. An ARM perspective on hardware requirements and challenges for AI
  • 3. The new Era of AI hardware
  • 4. AI and the Opportunity for Unconventional Computing Platforms
  • 5. Thermodynamic Computing
  • 6. Brain-like cognitive engineering system
  • 7. BRAINWAY and Nano - Abacus architecture: Brain-inspired Cognitive Computing using Energy Efficient Physical Computational Structures, Algorithms and Architecture Co-Design
  • 8. Applying Lessons from Nature for Today’s Computing Challenges
  • 9. Emerging Memories - RRAM Fabric for Neuromorphic Computing Applications



Cultural and social implications of artificial intelligence in education /

Автор: Derek Anderson; Robert Niewiadomski
Название: Cultural and social implications of artificial intelligence in education /
ISBN: 1522577939 ISBN-13(EAN): 9781522577935
Издательство: Mare Nostrum (Eurospan)
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Цена: 23199.00 р.
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Описание: Artificial intelligence serves as a catalyst for transformation in the field of education. This shift in the educational paradigm has a profound impact on the way we live, interact with each other, and define our values. Thus, there is a need for an earnest inquiry into the cultural repercussions of this phenomenon that extends beyond superficial analyses of AI-based applications in education. Cultural and Social Implications of Artificial Intelligence in Education addresses the need for a scholarly exploration of the cultural and social impacts of the rapid expansion of artificial intelligence in the field of education including potential consequences these impacts could have on culture, social relations, and values. The content within this publication covers such topics as ethics, critical thinking, and augmented intelligence and is designed for educators, academicians, administrators, researchers, and professionals.

Handbook of Metadata, Semantics and Ontologies

Автор: Sicilia Miguel Angel
Название: Handbook of Metadata, Semantics and Ontologies
ISBN: 9812836292 ISBN-13(EAN): 9789812836298
Издательство: World Scientific Publishing
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Цена: 29146.00 р.
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Описание: Metadata research has emerged as a discipline cross-cutting many domains, focused on the provision of distributed descriptions (often called annotations) to Web resources or applications. This book covers the variety of metadata schemas and ontologies available in a number of key domain areas, including culture, biology, education, and healthcare.

Blind Equalization in Neural Networks

Автор: Zhang Tsinghua University Press Liyi
Название: Blind Equalization in Neural Networks
ISBN: 3110449625 ISBN-13(EAN): 9783110449624
Издательство: Walter de Gruyter
Цена: 18586.00 р.
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Описание: The book begins with an introduction of blind equalization theory and its application in neural networks, then discusses the algorithms in recurrent networks, fuzzy networks and other frequently-studied neural networks. Each algorithm is accompanied by derivation, modeling and simulation, making the book an essential reference for electrical engineers, computer intelligence researchers and neural scientists.

Emerging Trends and Applications in Cognitive Computing

Автор: MALLICK & BORAH
Название: Emerging Trends and Applications in Cognitive Computing
ISBN: 1522557938 ISBN-13(EAN): 9781522557937
Издательство: Mare Nostrum (Eurospan)
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Цена: 26961.00 р.
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Описание: Though an individual can process a limitless amount of information, the human brain can only comprehend a small amount of data at a time. Using technology can improve the process and comprehension of information, but the technology must learn to behave more like a human brain to employ concepts like memory, learning, visualization ability, and decision making.Emerging Trends and Applications in Cognitive Computing is a fundamental scholarly source that provides empirical studies and theoretical analysis to show how learning methods can solve important application problems throughout various industries and explain how machine learning research is conducted. Including innovative research on topics such as deep neural networks, cyber-physical systems, and pattern recognition, this collection of research will benefit individuals such as IT professionals, academicians, students, researchers, and managers.

Extreme Value Theory-Based Methods for Visual Recognition

Автор: Walter J. Scheirer
Название: Extreme Value Theory-Based Methods for Visual Recognition
ISBN: 1627057005 ISBN-13(EAN): 9781627057004
Издательство: Turpin
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Цена: 10340.00 р.
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Описание: A common feature of many approaches to modeling sensory statistics is an emphasis on capturing the ""average."" From early representations in the brain, to highly abstracted class categories in machine learning for classification tasks, central-tendency models based on the Gaussian distribution are a seemingly natural and obvious choice for modeling sensory data. However, insights from neuroscience, psychology, and computer vision suggest an alternate strategy: preferentially focusing representational resources on the extremes of the distribution of sensory inputs. The notion of treating extrema near a decision boundary as features is not necessarily new, but a comprehensive statistical theory of recognition based on extrema is only now just emerging in the computer vision literature. This book begins by introducing the statistical Extreme Value Theory (EVT) for visual recognition. In contrast to central-tendency modeling, it is hypothesized that distributions near decision boundaries form a more powerful model for recognition tasks by focusing coding resources on data that are arguably the most diagnostic features. EVT has several important properties: strong statistical grounding, better modeling accuracy near decision boundaries than Gaussian modeling, the ability to model asymmetric decision boundaries, and accurate prediction of the probability of an event beyond our experience. The second part of the book uses the theory to describe a new class of machine learning algorithms for decision making that are a measurable advance beyond the state-of-the-art. This includes methods for post-recognition score analysis, information fusion, multi-attribute spaces, and calibration of supervised machine learning algorithms.

Broadband RF and Microwave Amplifiers

Автор: Grebennikov
Название: Broadband RF and Microwave Amplifiers
ISBN: 1138800201 ISBN-13(EAN): 9781138800205
Издательство: Taylor&Francis
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Цена: 12554.00 р.
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Описание:

Broadband RF and Microwave Amplifiers provides extensive coverage of broadband radio frequency (RF) and microwave power amplifier design, including well-known historical and recent novel schematic configurations, theoretical approaches, circuit simulation results, and practical implementation strategies. The text begins by introducing two-port networks to illustrate the behavior of linear and nonlinear circuits, explaining the basic principles of power amplifier design, and discussing impedance matching and broadband power amplifier design using lumped and distributed parameters. The book then:

  • Shows how dissipative or lossy gain-compensation-matching circuits can offer an important trade-off between power gain, reflection coefficient, and operating frequency bandwidth
  • Describes the design of broadband RF and microwave amplifiers using real frequency techniques (RFTs), supplying numerous examples based on the MATLAB(R) programming process
  • Examines Class-E power amplifiers, Doherty amplifiers, low-noise amplifiers, microwave gallium arsenide field-effect transistor (GaAs FET)-distributed amplifiers, and complementary metal-oxide semiconductor (CMOS) amplifiers for ultra-wideband (UWB) applications

Broadband RF and Microwave Amplifiers combines theoretical analysis with practical design to create a solid foundation for innovative ideas and circuit design techniques.

Brain Vs Computer: The Challenge Of The Century

Автор: Fillard Jean-Pierre
Название: Brain Vs Computer: The Challenge Of The Century
ISBN: 9813145544 ISBN-13(EAN): 9789813145542
Издательство: World Scientific Publishing
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Цена: 9821.00 р.
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Описание:

It is well known that every animal species obeys Darwin's law of evolution, which requires permanent adaptation of animals to their environment. To be precise, every species except man, who behaves exactly contrariwise, adapting the workplace to himself in order to survive. For that he generally enjoys a particular gift of nature: intelligence.

That reverse adaptation, which accumulated over centuries, led to what we call "progress." This was enhanced by the development of machines which began to be also intelligent and now compete fiercely with humans through the development of an "artificial intelligence."

Some famous people in the world of science and technology recently sounded the alarm about the threats which these improvements are posing. They invoked a possible domination by the machines due to their uncontrolled superior intelligence, potentially leading us into a certain kind of slavery.

In this book we take a look at this new challenge of the human brain versus the computer. The brain is a very complex organ and we are just beginning to understand how it works; many things remain mysterious and can lead to surprises. We will see how current investigations bring new information about this strange organ.

We will also see how the "artificial challenger" plans to win the battle, how computers are getting more and more powerful and subtle as the AI advances. Would a transfer of minds in a machine be possible? Would the computer be capable of a self, nonneuromorphic intelligence? These questions are now open.

Who will win? We do not know yet. But it is certain that many things are going to change in our lives in the very near future.

Brain Vs Computer: The Challenge Of The Century

Автор: Fillard Jean-Pierre
Название: Brain Vs Computer: The Challenge Of The Century
ISBN: 9813145552 ISBN-13(EAN): 9789813145559
Издательство: World Scientific Publishing
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Цена: 4594.00 р.
Наличие на складе: Есть у поставщика Поставка под заказ.

Описание:

It is well known that every animal species obeys Darwin's law of evolution, which requires permanent adaptation of animals to their environment. To be precise, every species except man, who behaves exactly contrariwise, adapting the workplace to himself in order to survive. For that he generally enjoys a particular gift of nature: intelligence.

That reverse adaptation, which accumulated over centuries, led to what we call "progress." This was enhanced by the development of machines which began to be also intelligent and now compete fiercely with humans through the development of an "artificial intelligence."

Some famous people in the world of science and technology recently sounded the alarm about the threats which these improvements are posing. They invoked a possible domination by the machines due to their uncontrolled superior intelligence, potentially leading us into a certain kind of slavery.

In this book we take a look at this new challenge of the human brain versus the computer. The brain is a very complex organ and we are just beginning to understand how it works; many things remain mysterious and can lead to surprises. We will see how current investigations bring new information about this strange organ.

We will also see how the "artificial challenger" plans to win the battle, how computers are getting more and more powerful and subtle as the AI advances. Would a transfer of minds in a machine be possible? Would the computer be capable of a self, nonneuromorphic intelligence? These questions are now open.

Who will win? We do not know yet. But it is certain that many things are going to change in our lives in the very near future.

Brain-Computer Interfacing: An Introduction

Автор: Rao Rajesh P. N.
Название: Brain-Computer Interfacing: An Introduction
ISBN: 1108708013 ISBN-13(EAN): 9781108708012
Издательство: Cambridge Academ
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Цена: 5702.00 р.
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Описание: This introduction to the field of brain-computer interfacing is designed as a textbook for upper-level undergraduate and first-year graduate courses in neural engineering or brain-computer interfacing for students from a wide range of disciplines. It can also be used as a reference by neuroscientists, computer scientists, engineers, and medical practitioners.

Brain-Computer Interfacing

Автор: Rao, Rajesh P. N.
Название: Brain-Computer Interfacing
ISBN: 0521769418 ISBN-13(EAN): 9780521769419
Издательство: Cambridge Academ
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Цена: 12355.00 р.
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Описание: This introduction to the field of brain-computer interfacing is designed as a textbook for upper-level undergraduate and first-year graduate courses in neural engineering or brain-computer interfacing for students from a wide range of disciplines. It can also be used as a reference by neuroscientists, computer scientists, engineers, and medical practitioners.

Applications of Advanced Machine Intelligence in Computer Vision and Object Recognition: Emerging Research and Opportunities

Автор: Shouvik Chakraborty, Kalyani Mali
Название: Applications of Advanced Machine Intelligence in Computer Vision and Object Recognition: Emerging Research and Opportunities
ISBN: 1799827364 ISBN-13(EAN): 9781799827368
Издательство: Mare Nostrum (Eurospan)
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Цена: 26195.00 р.
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Описание: Computer vision and object recognition are two technological methods that are frequently used in various professional disciplines. In order to maintain high levels of quality and accuracy of services in these sectors, continuous enhancements and improvements are needed. The implementation of artificial intelligence and machine learning has assisted in the development of digital imaging, yet proper research on the applications of these advancing technologies is lacking.

Applications of Advanced Machine Intelligence in Computer Vision and Object Recognition: Emerging Research and Opportunities explores the theoretical and practical aspects of modern advancements in digital image analysis and object detection as well as its applications within healthcare, security, and engineering fields. Featuring coverage on a broad range of topics such as disease detection, adaptive learning, and automated image segmentation, this book is ideally designed for engineers, physicians, researchers, academicians, practitioners, scientists, industry professionals, scholars, and students seeking research on the current developments in object recognition using artificial intelligence.

Frontiers of Intelligent Control and Information Processing

Автор: Liu Derong, Apippi Cesare, Zhao Dongbin
Название: Frontiers of Intelligent Control and Information Processing
ISBN: 9814616877 ISBN-13(EAN): 9789814616874
Издательство: World Scientific Publishing
Цена: 23760.00 р.
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Описание: The current research and development in intelligent control and information processing have been driven increasingly by advancements made from fields outside the traditional control areas, into new frontiers of intelligent control and information processing so as to deal with ever more complex systems with ever growing size of data and complexity.


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