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Found 46 from your keywords: subject="Complexity"
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Circuit Complexity and Neural Networks
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Parberry, Ian

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
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1 online resource (xxix, 270 pages) :illustrations.
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Communication Complexity: A New Approach to Circuit Depth
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Karchmer, Mauricio.

Communication Complexity describes a new intuitive model for studying circuit networks that captures the essence of circuit depth. Although the complexity of boolean functions has been studied for almost 4 decades, the main problems the inability to show a separation of any two classes, or to obtain nontrivial lower bounds remain unsolved. The communication complexity approach provides clues as…

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-
ISBN/ISSN
9780262256490
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1 online resource (68 pages).
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Computability and Complexity: From a Programming Perspective
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Jones, Neil D.

OCLC-licensed vendor bibliographic record.

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-
ISBN/ISSN
9780262276368
Collation
1 online resource (xvi, 466 pages).
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Computational Theories of Interaction and Agency
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Rosenschein, Stanley J.AGRE, Philip E.

"Reprinted from Artificial intelligence, volume 72, numbers 1-2 (January 1995) and volume 73, numbers 1-2 (February 1995)"--Title page verso.Over time the field of artificial intelligence has developed an "agent perspective" expanding its focus from thought to action, from search spaces to physical environments, and from problem-solving to long-term activity. Originally published as a special d…

Edition
1st MIT Press ed.
ISBN/ISSN
9780262291040
Collation
1 online resource (vi, 767 pages) :illustrations.
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Using hard problems to create pseudorandom generators
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Nisan, Noam.

"Noam Nisan is Lecturer in the Department of Computer Science at Hebrew University in Jerusalem. He received his doctoral degree from the University of California, Berkeley.""Randomization is an important tool in the design of algorithms, and the ability of randomization to provide enhanced power is a major research topic in complexity theory. Noam Nisan continues the investigation into the pow…

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-
ISBN/ISSN
9780262256728
Collation
1 online resource (vi, 43 pages).
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Discovering complexity: Decomposition and localization as strategies in scien…
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Richardson, Robert C.,Bechtel, William,

"In Discovering Complexity, William Bechtel and Robert Richardson examine two heuristics that guided the development of mechanistic models in the life sciences: decomposition and localization. Drawing on historical cases from disciplines including cell biology, cognitive neuroscience, and genetics, they identify a number of 'choice points' that life scientists confront in developing mechanistic…

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ISBN/ISSN
9780262289177
Collation
1 online resource (liv, 286 pages) :illustrations
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Web and Internet Economics 11th International Conference, WINE 2015, Amsterd…
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MARKAKIS, EvangelosSCHAFER, Guido

This book constitutes the thoroughly refereed proceedings of the 11th International Conference on Web and Internet Economics, WINE 2015, held in Amsterdam, The Netherlands, in December 2015. The 30 regular papers presented together with 8 abstracts were carefully reviewed and selected from 142 submissions and cover results on incentives and computation in theoretical computer science, artificia…

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ISBN/ISSN
978-3-662-48995-6
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Web Technologies and Applications APWeb 2015 Workshops, BSD, WDMA, and BDAT,…
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CAI, RuichuCHEN, KangHONG, LiangYANG, Xiaoyan

This book constitutes the refereed proceedings of the workshops held at the 17th Asia-Pacific Web Conference, APWeb 2015, in Guangzhou, China, in September 2015. The 15 full papers were carefully reviewed and selected from various submissions. The volume presents the papers that have been accepted for the following workshops: Big Data Applications in Telecoms, BDAT 2015, Big Social Data, BSD…

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ISBN/ISSN
978-3-319-28121-6
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Context changes everything :how constraints create coherence
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Juarrero, Alicia,

From the influential author of Dynamics in Action , how the concepts of constraints provide a way to rethink relationships, opening the way to intentional, meaningful causation . Grounding her work in the problem of causation, Alicia Juarrero challenges previously held beliefs that only forceful impacts are causes. Constraints, she claims, bring about effects as well, and they enable the emerge…

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ISBN/ISSN
9780262374774
Collation
1 online resource (272 pages).
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WALCOM: Algorithms and Computation 9th International Workshop, WALCOM 2015, …
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RAHMAN, M. SohelTOMITA, Etsuji

This book constitutes the thoroughly refereed conference proceedings of the 9th International Workshop on Algorithms and Computation, WALCOM 2015, held in Dhaka, Bangladesh, in February 2015. The 26 revised full papers presented together with 3 invited talks were carefully reviewed and selected from 85 submissions. The papers are organized in topical sections on approximation algorithms, data s…

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ISBN/ISSN
978-3-319-15612-5
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