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Circuit Complexity and Neural Networks
Neural networks usually work adequately on small problems but can run into trouble when they are scaled up to problems involving large amounts of input data. Circuit Complexity and Neural Networks addresses the important question of how well neural networks scale - that is, how fast the computation time and number of neurons grow as the problem size increases. It surveys recent research in circ…
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- ISBN/ISSN
- 9780262281249
- Collation
- 1 online resource (xxix, 270 pages) :illustrations.
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City of Bits : Space, Place, and the Infobahn
Entertaining, concise, and relentlessly probing, City of Bits is a comprehensive introduction to a new type of city, an increasingly important system of virtual spaces interconnected by the information superhighway. William Mitchell makes extensive use of practical examples and illustrations in a technically well-grounded yet accessible examination of architecture and urbanism in the context of…
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- ISBN/ISSN
- 9780262279956
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- Call Number
- 720 MIT c
New directions in statistical signal processing :from systems to brain
Signal processing and neural computation have separately and significantly influenced many disciplines, but the cross-fertilization of the two fields has begun only recently. Research now shows that each has much to teach the other, as we see highly sophisticated kinds of signal processing and elaborate hierachical levels of neural computation performed side by side in the brain. In New Directi…
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- ISBN/ISSN
- 9780262256315
- Collation
- 1 online resource (vi, 514 pages) :illustrations.
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The Computational Brain
"A Bradford book.""How do groups of neurons interact to enable the organism to see, decide, and move appropriately? What are the principles whereby networks of neurons represent and compute? These are the central questions probed by The Computational Brain. Churchland and Sejnowski address the foundational ideas of the emerging field of computational neuroscience, examine a diverse range of neu…
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- ISBN/ISSN
- 9780262270298
- Collation
- 1 online resource (xi, 544 pages) :illustrations.
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Computational Explorations in Cognitive Neuroscience: Understanding the Mind …
"A Bradford book."The goal of computational cognitive neuroscience is to understand how the brain embodies the mind by using biologically based computational models comprising networks of neuronlike units. This text, based on a course taught by Randall O'Reilly and Yuko Munakata over the past several years, provides an in-depth introduction to the main ideas in the field. The neural units in th…
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- ISBN/ISSN
- 9780262280907
- Collation
- 1 online resource (xxvii, 504 pages) :illustrations
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Talking Nets: An Oral History of Neural Networks
A Bradford book."OCLC-licensed vendor bibliographic record.
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- ISBN/ISSN
- 9780262267151
- Collation
- 1 online resource (xi, 434 pages) :illustrations
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Networked: The new social operating system
Daily life is connected life, its rhythms driven by endless email pings and responses, the chimes and beeps of continually arriving text messages, tweets and retweets, Facebook updates, pictures and videos to post and discuss. Our perpetual connectedness gives us endless opportunities to be part of the give-and-take of networking. Some worry that this new environment makes us isolated and lo…
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- ISBN/ISSN
- 9780262301190
- Collation
- 1 online resource (xiii, 358 pages) :illustrations
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Independent component analysis : a tutorial introduction
"A Bradford book."Independent component analysis (ICA) is becoming an increasingly important tool for analyzing large data sets. In essence, ICA separates an observed set of signal mixtures into a set of statistically independent component signals, or source signals. In so doing, this powerful method can extract the relatively small amount of useful information typically found in large data set…
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- ISBN/ISSN
- 9780262257046
- Collation
- 1 online resource (xviii, 193 pages) : illustrations
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- Call Number
- 006 STO i
Unsupervised learning :foundations of neural computation
A Bradford book."OCLC-licensed vendor bibliographic record.
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- ISBN/ISSN
- 9780262288033
- Collation
- 1 online resource (xvi, 398 pages) :illustrations.
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Connectionist symbol processing
"A Bradford book.""Reprinted from Artificial intelligence, an international journal, volume 46, numbers 1-2, 1990"--Title page verso.The six contributions in Connectionist Symbol Processing address the current tension within the artificial intelligence community between advocates of powerful symbolic representations that lack efficient learning procedures and advocates of relatively simple lear…
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- ISBN/ISSN
- 9780262256360
- Collation
- 1 online resource (262 pages) :illustrations.
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