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Introduces the universal-algebraic approach to the complexity classification of constraint satisfaction problems in the finite and infinite-domain... Læs mere
Varying from healthcare to social networking and everywhere hybrid models for Data Science, Al, and Machine Learning are being used. The book describes different theoretical and practical aspects and highlights how new systems are being developed.
This book provides a practical introduction to compressive imaging (with examples and code), an overview of core topics, and a comprehensive, rigorous... Læs mere
Describes recent achievements and classical results of computational complexity theory, including interactive proofs, PCP, derandomization, and quantum... Læs mere
This book gives an account of combinatory logic and lambda-calculus. The grammar and basic properties of both systems are discussed, followed by explanations of type-theory and lambda-calculus models. The treatment is as non-technical as possible with many examples and exercises.
Statistical Trend Analysis of Physically Unclonable Functions first presents a review on cryptographic hardware and hardware-assisted cryptography. Afterwards, the authors present a combined survey and research work on PUFs using a systematic approach.
Aerodynamic design of aircraft presented with realistic applications, using CFD software. Tutorials, exercises, and mini-projects provided involve design of real... Læs mere
Proof techniques in cryptography are very difficult to understand even for students or researchers who major in cryptography. In addition, in... Læs mere
This is the first rigorous, self-contained treatment of the theory of deep learning. Aimed at scientists, instructors, and students interested in artificial intelligence and... Læs mere
This open access book makes quantum computing more accessible than ever before. This classroom-tested textbook uses simple language, minimal math, and plenty of... Læs mere
This book provides a tutorial on quantum communication networks. The book brings together quantum networking, quantum information theory, quantum computing, and quantum simulation.
This textbook is intended for practical, laboratory sessions associated with the course of quantum computing and quantum algorithms, as well as for self-study.