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Neural Network Design and the Complexity of Learning
Neural Network Design and the Complexity of Learning

Using the tools of complexity theory, Stephen Judd develops a formal description of associative learning in connectionist networks. He rigorously exposes the computational difficulties in training neural networks and explores how certain design principles will or will not make the problems easier.

Judd looks beyond the scope
...

Computing: A Concise History (MIT Press Essential Knowledge)
Computing: A Concise History (MIT Press Essential Knowledge)

The history of computing could be told as the story of hardware and software, or the story of the Internet, or the story of "smart" hand-held devices, with subplots involving IBM, Microsoft, Apple, Facebook, and Twitter. In this concise and accessible account of the invention and development of digital technology, computer historian...

Visual Basic 2010 for Students
Visual Basic 2010 for Students

This book is an ideal introduction to programming in Visual Basic for students with no prior programming experience and is excellent for taught courses or as an aid to self-study.

·        A spiral approach to teaching object-oriented programming introduces new ideas carefully...

Programming Massively Parallel Processors, Second Edition: A Hands-on Approach
Programming Massively Parallel Processors, Second Edition: A Hands-on Approach

Programming Massively Parallel Processors: A Hands-on Approach shows both student and professional alike the basic concepts of parallel programming and GPU architecture. Various techniques for constructing parallel programs are explored in detail. Case studies demonstrate the development process, which begins with computational...

Essentials of Probability & Statistics for Engineers & Scientists
Essentials of Probability & Statistics for Engineers & Scientists
This text was designed for a one-semester course that covers the essential topics needed for a fundamental understanding of basic statistics and its applications in the fields of...
Reversible Computing
Reversible Computing
The present book is dedicated to Dr. Rolf Landauer, whose early work on the subject of reversible computing inspired me to begin more than 15 years of research in this special corner of computer science. Twice I had the privilege to meet him personally: once inWest Berlin (1992) and once in Boston (1996). Twice he encouraged me...
Machine Learning Approaches to Bioinformatics (Science, Engineering, and Biology Informatics)
Machine Learning Approaches to Bioinformatics (Science, Engineering, and Biology Informatics)

This book covers a wide range of subjects in applying machine learning approaches for bioinformatics projects. The book succeeds on two key unique features. First, it introduces the most widely used machine learning approaches in bioinformatics and discusses, with evaluations from real case studies, how they are used in individual...

Excel 2013: The Missing Manual
Excel 2013: The Missing Manual

The world’s most popular spreadsheet program is now more powerful than ever, but it’s also more complex. That’s where this Missing Manual comes in. With crystal-clear explanations and hands-on examples, Excel 2013: The Missing Manual shows you how to master Excel so you can easily track, analyze, and chart your...

Machine Learning: Discriminative and Generative (The Springer International Series in Engineering and Computer Science)
Machine Learning: Discriminative and Generative (The Springer International Series in Engineering and Computer Science)

Machine Learning: Discriminative and Generative covers the main contemporary themes and tools in machine learning ranging from Bayesian probabilistic models to discriminative support-vector machines. However, unlike previous books that only discuss these rather different approaches in isolation, it bridges the two...

Concurrent Programming: Algorithms, Principles, and Foundations
Concurrent Programming: Algorithms, Principles, and Foundations

The advent of new architectures and computing platforms means that synchronization and concurrent computing are among the most important topics in computing science. Concurrent programs are made up of cooperating entities -- processors, processes, agents, peers, sensors -- and synchronization is the set of concepts, rules and mechanisms that...

Instant SymPy Starter
Instant SymPy Starter

Symbolic computation is the use of algorithms and software to perform exact calculations on symbolic mathematical expressions. It has traditionally been the preserve of monolithic computer algebra systems. SymPy puts its power within easy reach of all Python programmers, just an import statement away.

Instant SymPy Starter is an...

50 Math and Science Games for Leadership
50 Math and Science Games for Leadership

Did you like Math or Science in school? Have you played games that stimulated your thought processes for Math and Science? Trying to be creative in your Math, Science or leadership class? Can leadership be taught? Is leadership an Art or a Science or Math? Seeking to impact your training program with creative games? A primer for leadership...

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