INFORMATION THEORY INFERENCE AND LEARNING ALGORITHMS

Download Information Theory Inference And Learning Algorithms ebook PDF or Read Online books in PDF, EPUB, and Mobi Format. Click Download or Read Online button to INFORMATION THEORY INFERENCE AND LEARNING ALGORITHMS book pdf for free now.

Information Theory Inference And Learning Algorithms

Author : David J. C. MacKay
ISBN : 0521642981
Genre : Computers
File Size : 85.8 MB
Format : PDF, Kindle
Download : 757
Read : 1205

Fun and exciting textbook on the mathematics underpinning the most dynamic areas of modern science and engineering.
Category: Computers

Classical And Quantum Information Theory

Author : Emmanuel Desurvire
ISBN : 9780521881715
Genre : Science
File Size : 30.26 MB
Format : PDF
Download : 966
Read : 768

This complete overview of classical and quantum information theory employs an informal yet accurate approach, for students, researchers and practitioners.
Category: Science

Information Theory

Author : JV Stone
ISBN : 9780956372857
Genre : Information theory
File Size : 63.60 MB
Format : PDF, Mobi
Download : 851
Read : 675

Originally developed by Claude Shannon in the 1940s, information theory laid the foundations for the digital revolution, and is now an essential tool in telecommunications, genetics, linguistics, brain sciences, and deep space communication. In this richly illustrated book, accessible examples are used to introduce information theory in terms of everyday games like ‘20 questions’ before more advanced topics are explored. Online MatLab and Python computer programs provide hands-on experience of information theory in action, and PowerPoint slides give support for teaching. Written in an informal style, with a comprehensive glossary and tutorial appendices, this text is an ideal primer for novices who wish to learn the essential principles and applications of information theory.
Category: Information theory

Algebraic Coding Theory And Information Theory

Author : Alexei Ashikhmin
ISBN : 0821871102
Genre : Mathematics
File Size : 69.86 MB
Format : PDF, Docs
Download : 341
Read : 955

Collected here are papers that were presented at or inspired by the DIMACS workshop, Algebraic Coding Theory and Information Theory (Rutgers University, Piscataway, NJ). Among the topics discussed are universal data compression, graph theoretical ideas in the construction of codes and lattices, decoding algorithms, and computation of capacity in various communications schemes. The book is suitable for graduate students and researchers interested in coding and information theory.
Category: Mathematics

Structural Processing For Wireless Communications

Author : Jianhua Lu
ISBN : 9783319157115
Genre : Technology & Engineering
File Size : 42.20 MB
Format : PDF, ePub, Mobi
Download : 690
Read : 864

This brief presents an alternative viewpoint on processing technology for wireless communications based on recent research advances. As a lever in emerging processing technology, the structure perspective addresses the complexity and uncertainty issues found in current wireless applications. Likewise, this brief aims at providing a new prospective to the development of communication technology and information science, while stimulating new theories and technologies for wireless systems with ever-increasing complexity. Readers of this brief may range from graduate students to researchers in related fields.
Category: Technology & Engineering

Bit Interleaved Coded Modulation

Author : Leszek Szczecinski
ISBN : 9781118694022
Genre : Technology & Engineering
File Size : 75.57 MB
Format : PDF
Download : 609
Read : 748

Presenting a thorough overview of bit-interleaved codedmodulation (BICM), this book introduces the tools for the analysisand design of BICM transceivers. It explains in details thefunctioning principles of BICM and proposes a refined probabilisticmodeling of the reliability metrics–the so-calledL-values–which are at the core of the BICM receivers. Alternatives for transceiver design based on these models are thenstudied. Providing new insights into the analysis of BICM, this book isunique in its approach, providing a general framework for analysisand design, focusing on communication theoretic aspects of BICMtransceivers. It adopts a tutorial approach, explains the problemsin simple terms with the aid of multiple examples and case studies,and provides solutions using accessible mathematical tools. The book will be an excellent resource for researchers inacademia and industry: graduate students, academics, developmentengineers, and R & D managers. KeyFeatures: listyle="color: #000000; font-style: normal; font-weight: normal;" Presents an introduction to BICM, placing it in the context ofother coded modulation schemes listyle="color: #000000; font-family: 'Calibri','sans-serif'; font-size: 11pt; font-style: normal; font-weight: normal;" Offers explanations of the functioning principles and designalternatives listyle="color: #000000; font-family: 'Calibri','sans-serif'; font-size: 11pt; font-style: normal; font-weight: normal;" Provides a unique approach, focusing on communication theoryaspects listyle="color: #000000; font-family: 'Calibri','sans-serif'; font-size: 11pt; font-style: normal; font-weight: normal;" Shows examples and case studies to illustrate analysis anddesign of BICM listyle="color: #000000; font-family: 'Calibri','sans-serif'; font-size: 11pt; font-style: normal; font-weight: normal;" Adopts a tutorial approach, explaining the problems in simpleterms and presenting solutions using accessible mathematicaltools
Category: Technology & Engineering

Linguistic Nativism And The Poverty Of The Stimulus

Author : Alexander Clark
ISBN : 1444390554
Genre : Language Arts & Disciplines
File Size : 75.52 MB
Format : PDF, Mobi
Download : 677
Read : 241

This unique contribution to the ongoing discussion of language acquisition considers the Argument from the Poverty of the Stimulus in language learning in the context of the wider debate over cognitive, computational, and linguistic issues. Critically examines the Argument from the Poverty of the Stimulus - the theory that the linguistic input which children receive is insufficient to explain the rich and rapid development of their knowledge of their first language(s) through general learning mechanisms Focuses on formal learnability properties of the class of natural languages, considered from the perspective of several learning theoretic models The only current book length study of arguments for the poverty of the stimulus which focuses on the computational learning theoretic aspects of the problem
Category: Language Arts & Disciplines

Nine Algorithms That Changed The Future

Author : John MacCormick
ISBN : 9781400839568
Genre : Computers
File Size : 75.3 MB
Format : PDF, ePub, Mobi
Download : 786
Read : 461

Every day, we use our computers to perform remarkable feats. A simple web search picks out a handful of relevant needles from the world's biggest haystack: the billions of pages on the World Wide Web. Uploading a photo to Facebook transmits millions of pieces of information over numerous error-prone network links, yet somehow a perfect copy of the photo arrives intact. Without even knowing it, we use public-key cryptography to transmit secret information like credit card numbers; and we use digital signatures to verify the identity of the websites we visit. How do our computers perform these tasks with such ease? This is the first book to answer that question in language anyone can understand, revealing the extraordinary ideas that power our PCs, laptops, and smartphones. Using vivid examples, John MacCormick explains the fundamental "tricks" behind nine types of computer algorithms, including artificial intelligence (where we learn about the "nearest neighbor trick" and "twenty questions trick"), Google's famous PageRank algorithm (which uses the "random surfer trick"), data compression, error correction, and much more. These revolutionary algorithms have changed our world: this book unlocks their secrets, and lays bare the incredible ideas that our computers use every day.
Category: Computers

Practical Cryptography

Author : Saiful Azad
ISBN : 9781482228892
Genre : Computers
File Size : 32.93 MB
Format : PDF, Mobi
Download : 640
Read : 659

Cryptography, the science of encoding and decoding information, allows people to do online banking, online trading, and make online purchases, without worrying that their personal information is being compromised. The dramatic increase of information transmitted electronically has led to an increased reliance on cryptography. This book discusses the theories and concepts behind modern cryptography and demonstrates how to develop and implement cryptographic algorithms using C++ programming language. Written for programmers and engineers, Practical Cryptography explains how you can use cryptography to maintain the privacy of computer data. It describes dozens of cryptography algorithms, gives practical advice on how to implement them into cryptographic software, and shows how they can be used to solve security problems. Covering the latest developments in practical cryptographic techniques, this book shows you how to build security into your computer applications, networks, and storage. Suitable for undergraduate and postgraduate students in cryptography, network security, and other security-related courses, this book will also help anyone involved in computer and network security who wants to learn the nuts and bolts of practical cryptography.
Category: Computers

Wireless Communications

Author : Andreas F. Molisch
ISBN : 9781118355688
Genre : Technology & Engineering
File Size : 81.74 MB
Format : PDF, Mobi
Download : 944
Read : 864

"Professor Andreas F. Molisch, renowned researcher and educator,has put together the comprehensive book, WirelessCommunications. The second edition, which includes a wealth ofnew material on important topics, ensures the role of the text asthe key resource for every student, researcher, and practitioner inthe field." —Professor Moe Win, MIT, USA Wireless communications has grown rapidly over the past decadefrom a niche market into one of the most important, fast movingindustries. Fully updated to incorporate the latest research anddevelopments, Wireless Communications, Second Editionprovides an authoritative overview of the principles andapplications of mobile communication technology. The author provides an in-depth analysis of current treatment ofthe area, addressing both the traditional elements, such asRayleigh fading, BER in flat fading channels, and equalisation, andmore recently emerging topics such as multi-user detection in CDMAsystems, MIMO systems, and cognitive radio. The dominant wirelessstandards; including cellular, cordless and wireless LANs; arediscussed. Topics featured include: wireless propagation channels,transceivers and signal processing, multiple access and advancedtransceiver schemes, and standardised wireless systems. Combines mathematical descriptions with intuitive explanationsof the physical facts, enabling readers to acquire a deepunderstanding of the subject. Includes new chapters on cognitive radio, cooperativecommunications and relaying, video coding, 3GPP Long TermEvolution, and WiMax; plus significant new sections on multi-userMIMO, 802.11n, and information theory. Companion website featuring: supplementary material on 'DECT',solutions manual and presentation slides for instructors,appendices, list of abbreviations and other useful resources.
Category: Technology & Engineering