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The Emperor's New Mind: Concerning Computers, Minds, and the Laws of Physics
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Roger Penrose
One of the world's most eminent scientists takes the reader on a dazzling tour of the physics of consciousness. Ranging widely over relativity theory, quantum mechanics and cosmology, Penrose puts forth the view that some facets of human thinking can never be emulated by a machine.
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Artificial Intelligence: A Modern Approach
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Stuart J. Russell
The long-anticipated revision of this best-selling book offers the most comprehensive, up-to-date introduction to the theory and practice of artificial intelligence. Intelligent Agents. Solving Problems by Searching. Informed Search Methods. Game Playing. Agents that Reason Logically. First-order Logic. Building a Knowledge Base. Inference in ...
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Age of Spiritual Machines
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Ray Kurzweil, PhD
The "ultimate thinking machine" ("Forbes")--whose predictions for the future are startling, provocative, and closer to fruition than one might think--takes a serious and surprising look at the future that reads like great science fiction and offers a framework for envisioning the 21st century. Illustrations & diagrams. (Technology)
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On Intelligence
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Jeff Hawkins, Sandra Blakeslee
From the inventor of the PalmPilot comes a new and compelling theory of intelligence, brain function, and the future of intelligent machines. Written with acclaimed science writer Blakeslee, this text promises to transfigure the possibilities of the technology age.
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Fuzzy Thinking: The New Science of Fuzzy Logic
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Bart Kosko, Ph.D.
A washing machine that gauges each load to determine how much soap to use? An air conditioner that constantly adjusts cooling strength based on room temperature? These "smart" products are possible with the advent of "fuzzy logic", the principle that's revolutionizing science. Now, its chief proponent presents a brilliant, popular account of the ...
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Shadows of the Mind
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Roger Penrose
A visionary glimpse of the possible future of science by one of the world's leading physicists. Penrose points toward a new science that may eventually explain the physical basis of the mind--and introduces new ideas on the mysterious interface where classical and quantum physics meet.
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Artificial Intelligence: A New Synthesis
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Nils J. Nilsson
Nilsson employs increasingly capable intelligent agents in an evolutionary approach--a novel perspective from which to view and teach topics in artificial intelligence.
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Human-computer interaction
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Dix
The second edition of Human-Computer Interaction established itself as one of the classic textbooks in the area, with its broad coverage and rigorous approach, this new edition builds on the existing strengths of the book, but giving the text a more student-friendly slant and improving the coverage in certain areas. The revised structure, ...
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Pattern Recognition and Machine Learning
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Christopher M Bishop
The dramatic growth in practical applications for machine learning over the last ten years has been accompanied by many important developments in the underlying algorithms and techniques. For example, Bayesian methods have grown from a specialist niche to become mainstream, while graphical models have emerged as a general framework for describing ...
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Programming Collective Intelligence: Building Smart Web 2.0 Applications
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Toby Segaran
This book introduces Web developers to the advanced topic of machine learning and statistics in a clear and concise way, with easy-to-follow examples and code that can be used in their own applications.
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Artificial intelligence structures and strategies for complex problem solving
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by
Luger
Written by a leading international consultant in AI, this book delivers a balanced and comprehensive introduction to both the principles and practical applications of Artificial Intelligence. The discussion of AI theory and development is richly illustrated with AI solutions presented in three languages--CLOS, LISP, and PROLOG.
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The Age of Spiritual Machines: When Computers Exceed Human Intelligence
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Ray Kurzweil
An eye-opening forecast on the subject of computers and how they will exceed the memory capacity of the human brain by the year 2020.
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Data Mining: Practical Machine Learning Tools and Techniques
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by
Ian H Witten, Eibe Frank
As with any burgeoning technology that enjoys commercial attention, the use of data mining is surrounded by a great deal of hype. Exaggerated reports tell of secrets that can be uncovered by setting algorithms loose on oceans of data. But there is no magic in machine learning, no hidden power, no alchemy. Instead there is an identifiable body of ...
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Shadows of the Mind: A Search for the Missing Science of Consciousness
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by
Roger Penrose
The bestselling author of The Emperor's New Mind offers another exhilarating look at modern science as he mounts an even more powerful attack on artifical intelligence. Shadows of the Mind points the way to a new science, one that may eventually explain the physical basis of the human mind. 49 illustrations.
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Emperor's New Mind
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Penrose
In the readition of the bestselling Chaos and A Brief History of Time, here is a science book with mainstream appeal. Proponents of artificial intelligence maintain that eventually a computer will be able to do everything a human mind can do, but Oxford University Professor of Mathematics Roger Penrose explains his view that there are facets of ...
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Artificial Intelligence
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by
Patrick Henry Winston
This is an eagerly awaited revision of the single bestselling introduction to Artificial Intelligence ever published. It retains the best features of the earlier works including superior readability, currency, and excellence in the selection of the examples.
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The Handbook of Artificial Intelligence
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Avron Barr
Similar to the first three volumes of this classic series, this volume contains a collection of articles by acclaimed experts representing the leading edge of knowledge about the field of AI.
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The Sciences of the Artificial, 3rd Edition
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by
Herbert Alexander Simon
As the Earth has made more than 5,000 rotations since The Sciences of the Artificial was last revised, in 1981, it is time to ask what changes in our understanding of the world call for changes in the text.
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Speech and Language Processing: An Introduction to Natural Language Processing, Computational Linguistics and Speech Recognition
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by
Daniel Jurafsky, James H Martin
An explosion of Web-based language techniques, merging of distinct fields, availability of phone-based dialogue systems, and much more make this an exciting time in speech and language processing. The first of its kind to thoroughly cover language technology - at all levels and with all modern technologies - this book takes an empirical approach ...
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Machine Learning
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by
Tom M Mitchell
This book covers the field of machine learning, which is the study of algorithms that allow computer programs to automatically improve through experience. The book is intended to support upper level undergraduate and introductory level graduate courses in machine learning.
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Computers Ltd: What They Really Can't Do
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David Harel
The best selling author of "Algorithmics" takes a hard look at limitations computers have that no amount of hardware, software, talent, or resources can overcome. Illustrations.
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PROLOG Programming for Artificial Intelligence
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by
Ivan Bratko
New information in the field of Artificial Intelligence prompted the revision of this bestselling Prolog title that includes many examples and programming exercises.
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Understanding Computers and Cognition: A New Foundation for Design
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Terry Winograd
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The Elements of Statistical Learning: Data Mining, Inference, and Prediction
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Trevor Hastie, Jerome Friedman, Robert Tibshirani
This book describes the important ideas in a common conceptual framework. While the approach is statistical, the emphasis is on concepts rather than mathematics. Many examples are given, with a liberal use of color graphics. It should be a valuable resource for statisticians and anyone interested in data mining in science or industry.
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When Things Start to Think
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by
Neil A. Gershenfeld
Gershenfeld provides an accessible insider account of his research in the MIT Media Lab and forecasts that computers will evolve to anticipate, instead of react to, human behavior.
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