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 Название: Embedded Machine Learning for Cyber-Physical, IoT, and Edge Computing: Use Cases and Emerging Challenges
Автор: Sudeep Pasricha, Muhammad Shafique
Издательство: Springer
Год: 2024
Страниц: 571
Язык: английский
Формат: pdf (true)
Размер: 28.9 MB
Machine Learning (ML) has emerged as a prominent approach for achieving state-of-the-art accuracy for many data analytic applications, ranging from computer vision (e.g., classification, segmentation, and object detection in images and video), speech recognition, language translation, healthcare diagnostics, robotics, and autonomous vehicles to business and financial analysis. The driving force of the ML success is the advent of Neural Network (NN) algorithms, such as Deep Neural Networks (DNNs)/Deep Learning (DL) and Spiking Neural Networks (SNNs), with support from today’s evolving computing landscape to better exploit data and thread-level parallelism with ML accelerators. Current trends show an immense interest in attaining the powerful abilities of NN algorithms for solving ML tasks using embedded systems with limited compute and memory resources, i.e., so-called Embedded ML. One of the main reasons is that embedded ML systems may enable a wide range of applications, especially the ones with tight memory and power/energy constraints, such as mobile systems, Internet of Things (IoT), edge computing, and cyber-physical applications. Furthermore, embedded ML systems can also improve the quality of service (e.g., personalized systems) and privacy as compared to centralized ML systems. | |
Разместил: Ingvar16 8-10-2023, 04:27 | Комментарии: 0 | Подробнее
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 Название: СВЧ-электроника в системах радиолокации и связи : техническая энциклопедия (в 2-х книгах)
Автор: Белоус А. И. , Мерданов М. К. , Шведов С. В.
Издательство: Техносфера
Год: 2021 - 3-е изд., испр.
Cтраниц: 1500 с. : схем., ил., табл.
Формат: pdf
Размер: 60 мб
Язык: русский
Впервые в отечественной научно-технической литературе в объеме одной книги детально рассмотрены теоретические основы, физические механизмы и принципы работы всех известных СВЧ-приборов и типовых устройств на их основе, методы расчета и конструирования, базовые технологические, схемотехнические и конструктивные особенности каждого класса СВЧ-приборов, а также наиболее распространенных технических решений радиоэлектронных систем на их основе от РЛС и телекоммуникационных устройств различного назначения до СВЧ-оружия наземного и космического применения. | |
Разместил: rivasss 7-10-2023, 07:58 | Комментарии: 0 | Подробнее
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 Название: 500 Electronic Projects for Inventors with tested circuits
Автор: Arsath Natheem S.
Издательство: Independently published
Год: 2023
Страниц: 1489
Язык: английский
Формат: epub
Размер: 59.7 MB
This book is intended for all of the people who are passionate about innovation. It contains 500 exciting projects that have a detailed functional description and electronic circuits. The target audience for this book is engineering students and electronics hobbyists. It is a massive library of ideas for unique projects and fresh creations. This handbook is for people who want to do creative projects using open-source tools and methods. It has a lot of ideas for how to do creative projects and make something new for society. This book is divided into six chapters, beginning with basic electronic components and progressing to an introduction to Arduino sensors and boards, esp8266 NodeMCU, esp32, and Raspberry Pi. 300 electronic project ideas with tested circuits are included in the second chapter. The third chapter has 100+ Arduino projects. In the fourth chapter, there are 100 fascinating projects for esp8266 NodeMCU, esp32, and finally troubleshooting electronic components. Additionally, it contains operational fundamentals for open-source electronics, allowing college students, schoolchildren, and hobbyists to study electronics through useful schematic diagrams at all levels from beginner to expert. I hope that students and researchers will find this project book valuable for their mini-projects and an outstanding project guide for science fair projects and new inventive endeavors. | |
Разместил: Ingvar16 7-10-2023, 03:56 | Комментарии: 0 | Подробнее
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 Название: 500 Electronic Projects
Автор: GRSSB
Издательство: GRSSB
Год: не указан
Страниц: 850
Язык: английский
Формат: pdf
Размер: 18.7 MB
Схемы с описаниями - тематика разнообразная. | |
Разместил: Ingvar16 5-10-2023, 05:02 | Комментарии: 0 | Подробнее
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Название: Ремонт мониторов. Часть 1. Принципы работы‚ типичные неисправности
Автор: Беглов С.И., Никифоров В.Н., Самсин Х.В.
Издательство: Радиотон
Год: 2001
Формат: pdf
ISBN: 5-87789-010-7
Размер: 18 мб
Качество: хорошее
Язык: русский
Данная книга предназначена для подготовки читателя к ремонту практически любого монитора и состоит из двух частей. В первой части пособия приводятся общие принципы устройства и работы видеоподсистемы компьютера. При этом основная часть внимания уделяется обсуждению принципов устройства компьютерных мониторов и описанию основных способов поиска неисправностей в отдельных функциональных узлах монитора на примерах конкретных схем. Во второй части пособия собраны сведения по неисправностям и способам их устранения в мониторах конкретных моделей. Материал настоящего пособия рассчитан как на компьютерных пользователей, только входящих в мир электронной техники, так и на опытных ремонтников, знакомых с основами телевизионной и компьютерной техники. | |
Разместил: gol8425 3-10-2023, 13:39 | Комментарии: 0 | Подробнее
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 Название: Электроника шаг за шагом
Автор: Сворень Р. А.
Издательство: ДМК Пресс
Год: 2021
Cтраниц: 504
Формат: pdf
Размер: 38 мб
Язык: русский
Первое издание практической энциклопедии радиолюбителя «Электроника шаг за шагом» Р. А. Свореня было выпущено в 1979 году и сразу завоевало широкую популярность. В него вошли популярные рассказы об основах электротехники, электроники и радиотехники, о звукозаписи, телевидении, радиосвязи, электронной музыке, об автоматике и вычислительной технике. Настоящая книга подготовлена на базе второго расширенного издания, вышедшего в 1986 году. Основная (учебная) часть оставлена почти без изменений; для привязки к современным реалиям и терминологии книга дополнена комментариями, а также «Практикумом» на основе современных компонентов. Для широкого круга любителей электроники. Все оригинальные рисунки решено было оставить «как есть» (включая текстовые подписи) - они были отсканированы и вычищены, но сохранены в растровом виде, сохраняя преемственность с прижизненным изданием автора. | |
Разместил: rivasss 2-10-2023, 11:24 | Комментарии: 0 | Подробнее
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 Название: Advances in Microwave Engineering: From Novel Materials to Novel Microwave Applications
Автор: Ankan Bhattacharya, Bappadittya Roy, Arnab De, Ujjal Chakraborty
Издательство: CRC Press
Серия: Modern Aspects of Computing, Devices, and Communication Engineering
Год: 2024
Страниц: 408
Язык: английский
Формат: pdf (true)
Размер: 30.0 MB
This text showcases recent advancements in the field of microwave engineering, starting from the use of innovative materials to the latest microwave applications. It also highlights safety guidelines for exposure to microwave and radio frequency energy. The book provides information on measuring circuit parameters and dielectric parameters. Microwave engineering and associated technologies will be examined for emerging innovations and cutting-edge research. Microwave engineering encompasses new breakthroughs and novel techniques in microwave antenna design as well as many elements of microwave propagation. Starting with single/multiband antennas, this book will demonstrate many design and performance features of wideband to super-wideband antennas, as well as multiple input/multiple outputs (MIMOs) for wireless communication, as well as various gadgets for portable wireless devices. The goal of this book is to highlight various areas of microwave communication and networking in addition to highlight reviews and research on cutting-edge technologies by academicians, researchers, and scientists in the fields of microwave engineering and allied areas. | |
Разместил: Ingvar16 2-10-2023, 07:19 | Комментарии: 0 | Подробнее
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 Название: Artificial Intelligence in IoT and Cyborgization
Автор: Rajesh Kumar Dhanaraj, Bharat S. Rawal, Sathya Krishnamoorthi
Издательство: Springer
Серия: Studies in Computational Intelligence
Год: 2023
Страниц: 191
Язык: английский
Формат: pdf (true), epub
Размер: 35.0 MB
This book introduces the concept of combining Artificial Intelligence (AI) and Internet of things (IoT) with real human organs to form a cybernetic organism or cyborg. It is a concept of man–machine mixture which helps in restoring or enhancing the ability of a body part by integrating some technology or artificial component with that body part. These smart artificial organs act as a substitute for real organs having various capabilities like scanning the body, detecting and transmitting the diagnostic data to machines. For example, an artificial heart is capable of monitoring the overall health of a person, and lungs can inform the doctor of abnormalities. This book benefits academic researchers and industrialist who work in the field cyborgization and IoT within human bodies. It is asserted that in today’s world, technology is playing an important role in our lives and has a huge impact on the way we communicate, live, and work. Technologies like Artificial Intelligence (AI), Machine Learning, Deep Learning, Internet of Things (IoT), and many more have acquired a major part of our day-to-day lives and have made it very easy. Artificial Intelligence is making machines intelligent in contrast to the natural intelligence shown by human beings and other animals. Machine learning is the application of artificial intelligence which provides machines the ability to learn through experience instead of programming them explicitly. It helps the machines to act cognitively which can be further used in reading, interpreting, and utilizing heaps of data. Another important technology is the Internet of Things (IoT) which facilitates the networks of devices like actuators, software, electronic appliances, sensors, etc., to communicate with each other. The combination of IoT with AI can be used to teach decision-making to machines. Although these two technologies are in their stage of infancy, they have helped in the creation of a new category called Artificial Sensors. | |
Разместил: Ingvar16 2-10-2023, 06:48 | Комментарии: 0 | Подробнее
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 Название: Embedded Machine Learning for Cyber-Physical, IoT, and Edge Computing: Hardware Architectures
Автор: Sudeep Pasricha, Muhammad Shafique
Издательство: Springer
Год: 2024
Страниц: 418
Язык: английский
Формат: pdf (true)
Размер: 21.8 MB
This book presents recent advances towards the goal of enabling efficient implementation of Machine Learning models on resource-constrained systems, covering different application domains. The focus is on presenting interesting and new use cases of applying Machine Learning to innovative application domains, exploring the efficient hardware design of efficient Machine Learning accelerators, memory optimization techniques, illustrating model compression and neural architecture search techniques for energy-efficient and fast execution on resource-constrained hardware platforms, and understanding hardware-software codesign techniques for achieving even greater energy, reliability, and performance benefits. Machine Learning (ML) has emerged as a prominent approach for achieving state-of-the-art accuracy for many data analytic applications, ranging from computer vision (e.g., classification, segmentation, and object detection in images and video), speech recognition, language translation, healthcare diagnostics, robotics, and autonomous vehicles to business and financial analysis. The driving force of the ML success is the advent of neural network (NN) algorithms, such as deep neural networks (DNNs)/Deep Learning (DL) and spiking neural networks (SNNs) with support from today’s evolving computing landscape to better exploit data and thread-level parallelism with ML accelerators. This volume of the book focuses on addressing these challenges from a hardware perspective, with multiple solutions towards the design of efficient accelerators, memory, and emerging technology substrates for embedded ML systems. | |
Разместил: Ingvar16 2-10-2023, 04:17 | Комментарии: 0 | Подробнее
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 Название: Robust Battery Management Systems: Theory, Algorithms, and Software
Автор: Balakumar Balasingam
Издательство: Artech House
Год: 2023
Страниц: 305
Язык: английский
Формат: pdf (true)
Размер: 12.0 MB
This book provides model-based solutions to various battery management problems, including battery impedance estimation, battery capacity estimation, state of charge estimation, state of health estimation, battery thermal management, and optimal charging algorithms. The book introduces important battery management problems in a modularized fashion, decoupling each battery management problem from others as much as possible, allowing you to focus on understanding a particular topic rather than having to understand all aspects of a battery management system. You will get the necessary background to understand, implement and improve battery fuel gauges in electric vehicles, and general state of health of the battery; use proven models and algorithms to estimate the thermal properties of a battery; and know the basics of smart battery charger design. You will also be equipped to accurately estimate battery features of vehicles, such as state of charge, expected charging time, and state of health, to make customized charging waveforms for each vehicle. The book teaches you how to create simulation environments to test and validate algorithms against model uncertainty and measurement noise. In addition, the importance of benchmarking battery management algorithms is covered, and several bench marking metrics are presented. Included MATLAB codes give you an easy way to test the algorithms using realistic data and to develop and test alternative solutions. | |
Разместил: Ingvar16 1-10-2023, 22:06 | Комментарии: 0 | Подробнее
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