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Gesamtkatalog

Catalogue complet

Liang L: Wireless Communications and
Machine Learning

Wireless Communications and Machine Learning

An expert compilation of on-device training techniques, regulatory frameworks, and ethical considerations of TinyML design and development In Tiny Machine Learning: Design Principles and Applications, a team of distinguished researchers delivers a comprehensive discussion of the critical concepts, design principles, applications, and relevant issues in Tiny Machine Learning (TinyML). Expert contributors introduce a new low power resource, offering vast applications in IoT devices with system-algorithm co-design. Tiny Machine Learning explores TinyML paradigms and enablers, TinyML for anomaly detection, and the learning panorama under TinyML. Readers will find explanations of TinyML devices and tools, power consumption and memory in IoT microcontrollers, and lightweight frameworks for TinyML. The book also describes TinyML techniques for real-time and environmental applications. Additional topics covered in the book include: <ul> <li>A thorough introduction to security and privacy techniques for TinyML devices, including the implementation of novel security schemes</li> <li>Incisive explorations of power consumption and memory in IoT MCUs, including ultralow-power smart IoT devices with embedded TinyML</li> <li>Practical discussions of TinyML research targeting microcontrollers for data extraction and synthesis</li> </ul> Perfect for industry and academic researchers, scientists, and engineers, Tiny Machine Learning will also benefit lecturers and graduate students interested in machine learning.

Tiny Machine Learning: Design Principles and Applications

Bloomsbury Study Skills

What Every First-Year Student Needs to Know

Start College Strong

Photonic Materials and Applications Series

Fiber-Optic Distributed Acoustic Sensing: Principles and Applications addresses the fundamentals of fiber optic distributed acoustic sensors (DAS) and their most important application fields. It is divided into three parts, the first of which covers the theoretical aspects of the working principle of DAS technology, including the description of the main optical components used for DAS monitoring, concepts of Rayleigh scattering, and approaches for resolving the spatial information based on optical time-domain and optical frequency-domain reflectometry. The second part focuses on the different interrogation techniques existing today, including dedicated signal processing and other advanced methods for enhancing sensing performance. The third part of the book is devoted to the main industrial applications of DAS technology, such as structural health monitoring, security, geophysical studies and seismic monitoring, including also relevant aspects related to the industrial standardization of the technology. For a reader with a basic background in photonics, the book provides the basis for knowing and understanding distributed acoustic sensing technology and its applications, in a single volume. It is relevant for a broad range of scientists and researchers working in the fields of photonics, sensing, environmental and structural health monitoring, optical communications, and optical fiber systems.

Principles and Applications

Fiber-Optic Distributed Acoustic Sensing

A comprehensive, up-to-date introduction to active inference and the free energy principle for an engineering-focused audience. Active inference, which uses machine learning to model brain function and behavior, emerged from decades of cross-disciplinary research in computational neuroscience, resulting in a vast literature but no unifying treatment. Filling this gap, Sanjeev Namjoshi provides comprehensive coverage of the foundational material needed to understand and navigate this fast-moving field from first principles. Using a simple, conversational style free of proofs, lemmas, and theorems, Namjoshi brings together theory and technical material in one self-contained text. The book begins with an explanation of the general statistical framework used in active inference models that describes the relationship between artificial agents and their environments. It then introduces fundamental concepts in machine learning and statistics and connects them to the active inference perspective. Featuring worked examples, simulations, and detailed walkthroughs of concepts, this user-friendly text aims to expand the readership of active inference to an engineering-focused audience.&nbsp; <ul><li>Provides a one-stop-shop for understanding the foundations and applications of active inference and the free energy principle </li><li>Makes a complex, interdisciplinary subject accessible to students and professionals beyond the neurosciences</li><li>Covers discrete and continuous state-space formulations of active inference as well as state-of-the-art extensions to base active inference methods</li><li>Features extensive appendices and supplemental resources</li></ul>

Principles, Algorithms, and Applications of the Free Energy Principle for Engineers

Fundamentals of Active Inference

Audio Engineering Society Presents

Audio effects are used pervasively in music performance and production, and creation of new digital audio tools is a significant industry. They are also commonly used in game production, broadcasting, and film and television.This book is intended as an educational textbook on audio effects, with relevance to audio signal processing, music informatics, sound engineering and related topics.It provides fundamental background information on digital signal processing, focusing on audio-specific aspects. This constitutes the building block on which audio effects are developed. It integrates theory and practice, relating technical implementation to musical implications.<ul> <li>The book can be used to gain an understanding of the operation of existing audio effects, or to create new ones.</li> <li>Includes detailed coverage of common audio effects (and plenty of unusual ones) ]</li> <li>Includes discussion of current digital audio standards, such as VST. Accompanying source code is provided in C/C++, for audio plugin development using JUCE.</li> <li>Each section of the book also has examples, exercises, sound samples, lecture slides, and additional information on related topics.</li> </ul>This second edition includes revised and expanded chapters, with new content on equalization, distortion, phase vocoders and reverberation. It also has new chapters on immersive audio and on advanced concepts in audio programming, revised source code using the latest version of JUCE, and corrections and improvements throughout.

Theory, Implementation and Application

Audio Effects

Cambridge Aerospace Series

Dynamics, Performance, Stability, and Control

Analytical Aircraft Flight

Methods, Applications, and Implications

Adaptive AI in Sensor Informatics

T&T Clark New Studies in Bonhoeffer’s Theology and Ethics

Virtue and Liberation in the Ethics of Bonhoeffer

The Hidden Curriculum that Makes or Breaks Academic Careers

Academic Chutes & Ladders

Machine Learning For Dummies

Exploring the Wireless Frontier

Wearable Antennas

Applying the methodology of 'reading-as-a-writer' to the craft of writing for young people, this textbook combines critical analysis, unique author-insight and practical application of ideas to give writers the skills to create successful fiction for youth audiences. Under the guidance of children's author Elen Caldecott, compelling close readings dig deep into the construction of modern classics and contemporary middle-grade, YA, picture books and more to explore how paragraphs, sentences and words engineer specific reader responses. Interviews with the author of the extracted work follow before each chapter rounds off with writing exercises that prompt writers to engage with techniques and ideas discussed. Accessible and equipping writers with the valuable knowledge and skills to write in one of the fastest-growing fields in creative writing, Writing for Young People - Draws upon the works of prominent writers such as David Almond, Leigh Bardugo, Louis Sachar, Jasbinder Bilan, B. B. Alston, Frank Cotrell Boyce and many more - Author interviews cover topics such as the book's origin, their writing and editing process and their perspective on the analysis made of their work - Discusses vital craft techniques in novel-writing and editing including language, plotting, constructing characters, narrative time, worldbuilding, dialogue, cultural history, tropes and conventions - Covers key contemporary issues that students, teachers and professional writers of fiction for youth audiences will encounter from villains, archetypes, class and race, and transnational writing to conceptions of childhood, environment, colonialism, power, coming-of-age and social justice - Considers the role of wider literary and community landscapes in creating compelling texts &gt;Light-hearted but intellectually rigorous and rewarding, the field of writing for youth readers has been waiting for this book.

Critical Readings and Discussions on Craft

Writing for Young People

Wireless Communications and Machine Learning

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