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The Age of Spiritual Machines: When Computers Exceed Human Intelligence

The Age of Spiritual Machines: When Computers Exceed Human IntelligenceThe Age of Spiritual Machines: When Computers Exceed Human Intelligence
How much do we humans enjoy our current status as the most intelligent beings on earth? Enough to try to stop our own inventions from surpassing us in smarts? If so, we'd better pull the plug right now, because if Ray Kurzweil is right we've only got until about 2020 before computers outpace the human brain in computational power. Kurzweil,... More

Pattern Recognition and Machine Learning (Information Science and Statistics)

Pattern Recognition and Machine Learning (Information Science and Statistics)Pattern Recognition and Machine Learning (Information Science and Statistics)
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... More

Artificial Intelligence: A Modern Approach (2nd Edition)

Artificial Intelligence: A Modern Approach (2nd Edition)Artificial Intelligence: A Modern Approach (2nd Edition)
Artificial Intelligence: A Modern Approach introduces basic ideas in artificial intelligence from the perspective of building intelligent agents, which the authors define as "anything that can be viewed as perceiving its environment through sensors and acting upon the environment through effectors." This... More

Godel, Escher, Bach: An Eternal Golden Braid

Godel, Escher, Bach: An Eternal Golden BraidGodel, Escher, Bach: An Eternal Golden Braid
Twenty years after it topped the bestseller charts, Douglas R. Hofstadter's Gödel, Escher, Bach: An Eternal Golden Braid is still something of a marvel. Besides being a profound and entertaining meditation on human thought and creativity, this book looks at the surprising points of contact between... More

On Intelligence

On IntelligenceOn Intelligence
Jeff Hawkins, the high-tech success story behind PalmPilots and the Redwood Neuroscience Institute, does a lot of thinking about thinking. In On Intelligence Hawkins juxtaposes his two loves--computers and brains--to examine the real future of artificial intelligence. In doing so, he unites two fields of study... More