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Theory of Neural Information Processing Systems

2005-07-21 Neural networks (Computer science)
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Release : 2005-07-21
Genre : Neural networks (Computer science)
Kind : eBook
Book Rating : 001/5 ( reviews)

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Book Synopsis Theory of Neural Information Processing Systems by : A.C.C. Coolen

Download or read book Theory of Neural Information Processing Systems written by A.C.C. Coolen. This book was released on 2005-07-21. Available in PDF, EPUB and Kindle. Book excerpt: Theory of Neural Information Processing Systems provides an explicit, coherent, and up-to-date account of the modern theory of neural information processing systems. It has been carefully developed for graduate students from any quantitative discipline, including mathematics, computer science, physics, engineering or biology, and has been thoroughly class-tested by the authors over a period of some 8 years. Exercises are presented throughout the text and notes on historical background and further reading guide the student into the literature. All mathematical details are included and appendices provide further background material, including probability theory, linear algebra and stochastic processes, making this textbook accessible to a wide audience.

Advances in Neural Information Processing Systems 15

2003 Neural circuitry
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Release : 2003
Genre : Neural circuitry
Kind : eBook
Book Rating : 508/5 ( reviews)

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Book Synopsis Advances in Neural Information Processing Systems 15 by : Suzanna Becker

Download or read book Advances in Neural Information Processing Systems 15 written by Suzanna Becker. This book was released on 2003. Available in PDF, EPUB and Kindle. Book excerpt: Proceedings of the 2002 Neural Information Processing Systems Conference.

Advances in Neural Information Processing Systems 12

2000 Computers
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Release : 2000
Genre : Computers
Kind : eBook
Book Rating : 501/5 ( reviews)

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Book Synopsis Advances in Neural Information Processing Systems 12 by : Sara A. Solla

Download or read book Advances in Neural Information Processing Systems 12 written by Sara A. Solla. This book was released on 2000. Available in PDF, EPUB and Kindle. Book excerpt: The annual conference on Neural Information Processing Systems (NIPS) is the flagship conference on neural computation. It draws preeminent academic researchers from around the world and is widely considered to be a showcase conference for new developments in network algorithms and architectures. The broad range of interdisciplinary research areas represented includes computer science, neuroscience, statistics, physics, cognitive science, and many branches of engineering, including signal processing and control theory. Only about 30 percent of the papers submitted are accepted for presentation at NIPS, so the quality is exceptionally high. These proceedings contain all of the papers that were presented.

Theory of Neural Information Processing Systems

2005 Computers
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Release : 2005
Genre : Computers
Kind : eBook
Book Rating : 237/5 ( reviews)

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Book Synopsis Theory of Neural Information Processing Systems by : Anthony C. C. Coolen

Download or read book Theory of Neural Information Processing Systems written by Anthony C. C. Coolen. This book was released on 2005. Available in PDF, EPUB and Kindle. Book excerpt: This interdisciplinary graduate text gives a full, explicit, coherent and up-to-date account of the modern theory of neural information processing systems and is aimed at student with an undergraduate degree in any quantitative discipline (e.g. computer science, physics, engineering, biology, or mathematics). The book covers all the major theoretical developments from the 1940s tot he present day, using a uniform and rigorous style of presentation and of mathematical notation. The text starts with simple model neurons and moves gradually to the latest advances in neural processing. An ideal textbook for postgraduate courses in artificial neural networks, the material has been class-tested. It is fully self contained and includes introductions to the various discipline-specific mathematical tools as well as multiple exercises on each topic.

Advances in Neural Information Processing Systems 10

1998 Computers
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Release : 1998
Genre : Computers
Kind : eBook
Book Rating : 762/5 ( reviews)

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Book Synopsis Advances in Neural Information Processing Systems 10 by : Michael I. Jordan

Download or read book Advances in Neural Information Processing Systems 10 written by Michael I. Jordan. This book was released on 1998. Available in PDF, EPUB and Kindle. Book excerpt: The annual conference on Neural Information Processing Systems (NIPS) is the flagship conference on neural computation. These proceedings contain all of the papers that were presented.

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