Understanding Digital Signal Processing 3rd Edition.pdf 学习数字信号处理的最经典的教材，国外经典，强力推荐

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AI NEUROSCIENCE: VISUALIZING AND UNDERSTANDING DEEP NEURAL NETWORKS

一本经典的sigma delta调制器的外文书籍，对于理解其工作原理和设计有很大帮助

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The book provides an extensive theoretical account of the fundamental ideas underlying machine learning and the mathematical derivations that transform these principles into practical algorithms. Following a presentation of the basics of the field, the book covers a wide array of central topics that have not been addressed by previous textbooks.

生物信息学的圣经，作为教程值得一度 Suitable for advanced undergraduates and postgraduates, Understanding Bioinformatics provides a definitive guide to this vibrant and evolving discipline. The book takes a conceptual approach. It guides the reader from first principles through to an understanding of the computational techniques and the key algorithms. Understanding Bioinformatics is an invaluable companion for students from their first encounter with the subject through to more advanced studies. The book is divided into seven parts, with the opening part introducing the basics of nucleic acids, proteins and databases. Subsequent parts are divided into 'Applications' and 'Theory' Chapters, allowing readers to focus their attention effectively. In each section, the Applications Chapter provides a fast and straightforward route to understanding the main concepts and 'getting started'. Each of these is then followed by Theory Chapters which give greater detail and present the underlying mathematics. In Part 2, Sequence Alignments, the Applications Chapter shows the reader how to get started on producing and analyzing sequence alignments, and using sequences for database searching, while the next two chapters look closely at the more advanced techniques and the mathematical algorithms involved. Part 3 covers evolutionary processes and shows how bioinformatics can be used to help build phylogenetic trees. Part 4 looks at the characteristics of whole genomes. In Parts 5 and 6 the focus turns to secondary and tertiary structure – predicting structural conformation and analysing structure-function relationships. The last part surveys methods of analyzing data from a set of genes or proteins of an organism and is rounded off with an overview of systems biology. The writing style of Understanding Bioinformatics is notable for its clarity, while the extensive, full-color artwork has been designed to present the key concepts with simplicity and consistency. Each chapter uses mind-maps and fl

全书包括Understanding GPS Principles and Applications, Second Edition 及其中文译本《GPS原理与应用》，便于相互对照，是经典GPS卫星导航教程

我在我们实验室做了关于Visualizing and Understanding Convolutional Networks的一次报告，给了ppt的pdf版以及一些乱七八糟的讲义。

The finite element method is the most popular general purpose technique for computing accurate solutions to partial differential equations (PDEs). Since PDEs form the basis for many mathematical models in the physical sciences and, increasingly, in other fields as well, it would be difficult to overstate the importance of the finite element method.