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TinyML
Deep learning networks are getting smaller. Much smaller. The Google Assistant team can detect words with a model just 14 kilobytes in size—small enough to run on a microcontroller. With this practical book you’ll enter the field of TinyML, where deep learning and embedded systems combine to make astounding things possible with tiny devices. Pete Warden and Daniel Situnayake explain how you can train models small enough to fit into any environment. Ideal for software and hardware developers who want to build embedded systems using machine learning, this guide walks you through creating a series of TinyML projects, step-by-step. No machine learning or microcontroller experience is necessary. Build a speech recognizer, a camera that detects people, and a magic wand that responds to gestures Work with Arduino and ultra-low-power microcontrollers Learn the essentials of ML and how to train your own models Train models to understand audio, image, and accelerometer data Explore TensorFlow Lite for Microcontrollers, Google’s toolkit for TinyML Debug applications and provide safeguards for privacy and security Optimize latency, energy usage, and model and binary size
Man-Machine Interactions 3
Man-Machine Interaction is an interdisciplinary field of research that covers many aspects of science focused on a human and machine in conjunction. Basic goal of the study is to improve and invent new ways of communication between users and computers, and many different subjects are involved to reach the long-term research objective of an intuitive, natural and multimodal way of interaction with machines. The rapid evolution of the methods by which humans interact with computers is observed nowadays and new approaches allow using computing technologies to support people on the daily basis, making computers more usable and receptive to the user's needs. This monograph is the third edition in...
Introduction to Solid State Physics
Since the publication of the first edition over 50 years ago, Introduction to Solid State Physics has been the standard solid state physics text for physics students. The author's goal from the beginning has been to write a book that is accessible to undergraduates and consistently teachable. The emphasis in the book has always been on physics rather than formal mathematics. With each new edition, the author has attempted to add important new developments in the field without sacrificing the book's accessibility and teachability. * A very important chapter on nanophysics has been written by an active worker in the field. This field is the liveliest addition to solid state science during the past ten years * The text uses the simplifications made possible by the wide availability of computer technology. Searches using keywords on a search engine (such as Google) easily generate many fresh and useful references
The Basics of Telecommunications
Exploring ideas that are critical in shaping network evolution, this fifth edition provides the necessary understanding of deployed, current, and emerging technologies that are being used in the business world. This has been newly updated to reflect the inudstry's latest advancements and current trends and covers all major information-industry technologies, including ADSL, cable modems, fiber-optic technology, ATM, optical networks, VoIP, and mobile communications.
Fire Ecology and Management: Past, Present, and Future of US Forested Ecosystems
This edited volume presents original scientific research and knowledge synthesis covering the past, present, and potential future fire ecology of major US forest types, with implications for forest management in a changing climate. The editors and authors highlight broad patterns among ecoregions and forest types, as well as detailed information for individual ecoregions, for fire frequencies and severities, fire effects on tree mortality and regeneration, and levels of fire-dependency by plant and animal communities. The foreword addresses emerging ecological and fire management challenges for forests, in relation to sustainable development goals as highlighted in recent government reports....
SFT 1/2022: Safety & Fire Technology
Safety & Fire Technology (do numeru 4/2018 "BiTP. Bezpieczeństwo i Technika Pożarnicza/ Safety & Fire Technique" ISSN 1895-8443) jest czasopismem recenzowanym, w którym publikowane są oryginalne artykuły naukowe, doniesienia wstępne, artykuły przeglądowe, studia przypadków. Zakres tematyczny czasopisma: - teoria i modelowanie rozwoju pożaru - metody i środki zapobiegania pożarom oraz ograniczania ich skutków - dochodzenia popożarowe i analiza ryzyka pożaru - taktyka, technika i bezpieczeństwo w działaniach ratowniczo-gaśniczych - aspekty prawne i edukacja w ochronie przeciwpożarowej - ochrona ludności
S-Centered Radicals
S-centered Radicals Edited by Ben Gurion University of the Negev, Israel Sulfur containing radicals, formed from sulfur emissions from natural sources (e.g. volcanoes), power plants and from car exhausts, play an important role in our atmosphere. In the living cell, sulfur constitutes an essential part of the defence against oxidative damage and in the course of this mechanism is transformed into a variety of sulfur free radical species. S-centered Radicals deals with the organic radicals containing sulfur atoms, RS*, RSO*, RSO_2* and R_3S and the inorganic radicals, *SH and SO_x*. This is the book to bring together all the recent developments of S-centered radical chemistry. This area is extremely important to organic synthetic chemists and environmentalists. S-centered radicals are of increasing interest in biochemistry and medicine due to S-containing amino-acids and S-S bonds in proteins. Sulfur radicals are also involved in polymer chemistry and photonic materials as well as in radiation protection and nutrition. This title is the essential volume for anyone working in sulfur chemistry.
