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Graphical Models for Machine Learning and Digital Communication (Adaptive Computation and Machine Learning)
Graphical Models for Machine Learning and Digital Communication (Adaptive Computation and Machine Learning)

A variety of problems m machine learning and digital communication deal with complex but structured natural or artificial systems. Natural patterns mat we wish to automatically classify' are a consequence of a hierarchical causal physical process. Learning about the world m which we live requires mat we extract useful sensor)'...

Bayesian Brain: Probabilistic Approaches to Neural Coding (Computational Neuroscience)
Bayesian Brain: Probabilistic Approaches to Neural Coding (Computational Neuroscience)

A Bayesian approach can contribute to an understanding of the brain on multiple levels, by giving normative predictions about how an ideal sensory system should combine prior knowledge and observation, by providing mechanistic interpretation of the dynamic functioning of the brain circuit, and by suggesting optimal ways of deciphering...

Oracle BPM Suite 11g: Advanced BPMN Topics
Oracle BPM Suite 11g: Advanced BPMN Topics
Welcome to Oracle BPM Suite 11g: Advanced BPMN Topics. This book brings you concise and focused information on key topics about Oracle BPM Suite, in a small, easy to digest format.

Being about advanced topics, we assume that you are already familiar with Oracle BPM Suite and with BPMN in general. We will not take time to
...
Coplanar Waveguide Circuits Components & Systems
Coplanar Waveguide Circuits Components & Systems

Up-to-date coverage of the analysis and applications of coplanar waveguides to microwave circuits and antennas

The unique feature of coplanar waveguides, as opposed to more conventional waveguides, is their uniplanar construction, in which all of the conductors are aligned on the same side of the substrate. This feature simplifies...

Structural Failure Models for Fault-Tolerant Distributed Computing (Software Engineering Research)
Structural Failure Models for Fault-Tolerant Distributed Computing (Software Engineering Research)

Despite means of fault prevention such as extensive testing or formal verification, errors inevitably occur during system operation. To avoid subsequent system failures, critical distributed systems, therefore, require engineering of means for fault tolerance. Achieving fault tolerance requires some redundancy, which, unfortunately,...

Engineering Noise Control: Theory and Practice
Engineering Noise Control: Theory and Practice

The third edition of Engineering Noise Control has been thoroughly revised, updated and extended. Each chapter contains new material, much of which is not available elsewhere. The result is a comprehensive discussion of the theoretical principles and concepts of acoustics and noise control, a detailed discussion of the hearing...

Constraint Processing (The Morgan Kaufmann Series in Artificial Intelligence)
Constraint Processing (The Morgan Kaufmann Series in Artificial Intelligence)

A constraint is a restriction on a space of possibilities; it is a piece of knowledge that narrows the scope of this space. Because constraints arise naturally in most areas of human endeavor, they are the most general means for formulating regularities that govern our computational, physical, biological, and social worlds. Some...

Wireless Communications (Wiley - IEEE)
Wireless Communications (Wiley - IEEE)

"Professor Andreas F. Molisch, renowned researcher and educator, has put together the comprehensive book, Wireless Communications. The second edition, which includes a wealth of new material on important topics, ensures the role of the text as the key resource for every student, researcher, and practitioner in the...

Reasoning in Event-Based Distributed Systems (Studies in Computational Intelligence)
Reasoning in Event-Based Distributed Systems (Studies in Computational Intelligence)

Event-based distributed systems are playing an ever increasing role in areas such as enterprise management, information dissemination, finance, environmental monitoring and geo-spatial systems. Event-based processing originated with the introduction of Event-Condition-Action (ECA) rules to database systems in the 1980s. Since then,...

Principles of Partial Differential Equations (Problem Books in Mathematics)
Principles of Partial Differential Equations (Problem Books in Mathematics)

This concise book covers the classical tools of PDE theory used in today's science and engineering: characteristics, the wave propagation, the Fourier method, distributions, Sobolev spaces, fundamental solutions, and Green's functions. The approach is problem-oriented, giving the reader an opportunity to master solution techniques. The...

Knowledge in Formation: A Computational Theory of Interpretation (Cognitive Technologies)
Knowledge in Formation: A Computational Theory of Interpretation (Cognitive Technologies)

With knowledge representation we face more or less the same problem as Augustine (354–430) when thinking about time: if nobody asks what it is, it seems clear enough, but being asked it proves to be very difficult to provide an answer.

At the beginning of our research we thought that a solution for the problem of...

Neural Networks and Their Applications
Neural Networks and Their Applications

Neural Networks started as an academic discipline over 50 years ago with the publication by McCulloch and Pitts of their famous result that any logical problem can be solved by a suitable network composed of so-called binary decision nodes. These are processors which make the simplest possible decision, that is, whether or not to respond to a...

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