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Gradient expectations :structure, origins, and synthesis of predictive neural…
An insightful investigation into the mechanisms underlying the predictive functions of neural networks--and their ability to chart a new path for AI. Prediction is a cognitive advantage like few others, inherently linked to our ability to survive and thrive. Our brains are awash in signals that embody prediction. Can we extend this capability more explicitly into synthetic neural networks to im…
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- ISBN/ISSN
- 9780262374675
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- 1 online resource (280 pages).
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Linguistics for the age of AI
"An explantion of a knowledge-based system for creating computational agents with human-like language ability"--OCLC-licensed vendor bibliographic record.
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- ISBN/ISSN
- 9780262363136
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- 1 online resource.
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Computational thinking education in K-12 :artificial intelligence literacy an…
A guide to computational thinking education, with a focus on artificial intelligence literacy and the integration of computing and physical objects. Computing has become an essential part of today's primary and secondary school curricula. In recent years, K-12 computer education has shifted from computer science itself to the broader perspective of computational thinking (CT), which is less abo…
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- ISBN/ISSN
- 9780262368971
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- 1 online resource (296 pages).
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Embodying design :an applied science of radical embodied cognition
"This book sets the agenda for how we think about human activity that arises from embedding manipulated information in our action and embodied cognition"--OCLC-licensed vendor bibliographic record.
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- ISBN/ISSN
- 0262369885
- Collation
- 1 online resource.
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Designing constructionist futures :the art, theory, and practice of learning …
"With contributions from both original visionaries and emergent scholars, this volume extends the educational theory of constructionism, including recent movements in coding and making"--OCLC-licensed vendor bibliographic record.
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- ISBN/ISSN
- 0262361086
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- 1 online resource.
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Teaching computational thinking :an integrative approach for middle and high …
"This book provides a model for teaching computational thinking to middle and high school students across a broad range of school subjects"--OCLC-licensed vendor bibliographic record.
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- ISBN/ISSN
- 0262366142
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- 1 online resource.
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Surveillance or security? :the risks posed by new wiretapping technologies
In this book, the author argues that in embarking on an unprecedented effort to build surveillance capabilities deeply into communications infrastructure, the U.S. government is opting for short-term security and creating dangerous long-term risks. Landau describes what makes communications security hard, warrantless wiretapping and the role of electronic surveillance in the war on terror, the …
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- ISBN/ISSN
- 9780262295581
- Collation
- 1 online resource (xvi, 383 pages) :illustrations, maps
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Predicting structured data
Collected papers based on talks presented at two Neural Information Processing Systems workshops.State-of-the-art algorithms and theory in a novel domain of machine learning, prediction when the output has structure.Machine learning develops intelligent computer systems that are able to generalize from previously seen examples. A new domain of machine learning, in which the prediction must sati…
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- ISBN/ISSN
- 9780262255691
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- 1 online resource (viii, 348 pages) :illustrations.
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Large-scale kernel machines
Pervasive and networked computers have dramatically reduced the cost of collecting and distributing large datasets. In this context, machine learning algorithms that scale poorly could simply become irrelevant. We need learning algorithms that scale linearly with the volume of the data while maintaining enough statistical efficiency to outperform algorithms that simply process a random subset o…
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- ISBN/ISSN
- 0262255790
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- 1 online resource (xii, 396 pages) :illustrations.
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Advances in neural information processing systems 19 :proceedings of the 2006…
The annual Neural Information Processing Systems (NIPS) conference is the flagship meeting on neural computation and machine learning. This volume contains the papers presented at the December 2006 meeting, held in Vancouver.OCLC-licensed vendor bibliographic record.
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- ISBN/ISSN
- 9780262256919
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- 1 online resource (xxiv, 1643 pages) :illustrations.
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