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 Название: Towards Heterogeneous Multi-core Systems-on-Chip for Edge Machine Learning: Journey from Single-core Acceleration to Multi-core Heterogeneous Systems
Автор: Vikram Jain, Marian Verhelst
Издательство: Springer
Год: 2024
Страниц: 199
Язык: английский
Формат: pdf (true)
Размер: 10.4 MB
This book explores and motivates the need for building homogeneous and heterogeneous multi-core systems for Machine Learning to enable flexibility and energy-efficiency. Coverage focuses on a key aspect of the challenges of (extreme-)edge-computing, i.e., design of energy-efficient and flexible hardware architectures, and hardware-software co-optimization strategies to enable early design space exploration of hardware architectures. The authors investigate possible design solutions for building single-core specialized hardware accelerators for machine learning and motivates the need for building homogeneous and heterogeneous multi-core systems to enable flexibility and energy-efficiency. The advantages of scaling to heterogeneous multi-core systems are shown through the implementation of multiple test chips and architectural optimizations. Machine Learning (ML), specifically Deep Learning (DL), has become the workhorse for emerging applications in vision, audio, sensing, and data analytics. State-of-the-art DL models are incredibly costly regarding model size, computational resources required, and the energy consumption of running the models. Owing to their size and complexity, they can only be deployed on large devices like GPUs typically used in cloud servers or data centers. This book focuses on the first aspect of the abovementioned challenges of (extreme-)edge-computing, i.e., the design of energy-efficient and flexible hardware architectures and hardware-software co-optimization strategies to enable early design space exploration of hardware architectures. | |
Разместил: Ingvar16 17-09-2023, 18:50 | Комментарии: 0 | Подробнее
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 Название: Кружок радиотехнического конструирования
Автор: Борисов В.Г.
Издательство: М.: Просвещение
Год: 1990 - 2-е изд., перераб. и доп.
Cтраниц: 224
Формат: pdf
Размер: 22 мб
Язык: русский
В книге приведены практические рекомендации по организации кружка и методика проведения занятий, раскрыты основы и методы конструирования простейших радиотехнических устройств. | |
Разместил: rivasss 17-09-2023, 07:26 | Комментарии: 0 | Подробнее
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 Название: Electronics for Beginners
Автор: Muhammad Waleed
Издательство: Independently published
Год: 2023
Страниц: 115
Язык: английский
Формат: pdf, epub
Размер: 13.1 MB
If you're just getting your feet wet in the world of electronics, then an Electronics for Beginners book is a great way to kick things off. This book covers all the basics, including electricity fundamentals, basic components, and their working, circuit design and layout, basic electronics components such as transistors and resistors, and tips on constructing your projects. Even the advanced topics are described clearly in easy-to-understand language so that you can progress from absolute beginner to proficient enthusiast in no time. Moreover, this book often comes packed with graphical layouts and illustrations which make it easier to understand unfamiliar concepts. As such, if you're looking for a helpful introduction to electronics engineering or even some advanced knowledge to help out with future projects - an Electronics for Beginners book would be an ideal place for you to start! | |
Разместил: Ingvar16 16-09-2023, 19:25 | Комментарии: 0 | Подробнее
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 Название: Guessing Random Additive Noise Decoding: A Hardware Perspective
Автор: Syed Mohsin Abbas, Marwan Jalaleddine, Warren J. Gross
Издательство: Springer
Год: 2023
Страниц: 157
Язык: английский
Формат: pdf (true)
Размер: 15.2 MB
This book gives a detailed overview of a universal Maximum Likelihood (ML) decoding technique, known as Guessing Random Additive Noise Decoding (GRAND), has been introduced for short-length and high-rate linear block codes. The interest in short channel codes and the corresponding ML decoding algorithms has recently been reignited in both industry and academia due to emergence of applications with strict reliability and ultra-low latency requirements . A few of these applications include Machine-to-Machine (M2M) communication, augmented and virtual Reality, Intelligent Transportation Systems (ITS), the Internet of Things (IoTs), and Ultra-Reliable and Low Latency Communications (URLLC), which is an important use case for the 5G-NR standard. GRAND features both soft-input and hard-input variants. Moreover, there are traditional GRAND variants that can be used with any communication channel, and specialized GRAND variants that are developed for a specific communication channel. This book presents a detailed overview of these GRAND variants and their hardware architectures. The book is structured into four parts. Part 1 introduces linear block codes and the GRAND algorithm. Part 2 discusses the hardware architecture for traditional GRAND variants that can be applied to any underlying communication channel. Part 3 describes the hardware architectures for specialized GRAND variants developed for specific communication channels. Lastly, Part 4 provides an overview of recently proposed GRAND variants and their unique applications. | |
Разместил: Ingvar16 16-09-2023, 07:02 | Комментарии: 0 | Подробнее
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 Название: Raspberry Pi Guides, Tipps und Tricks
Автор: Papercut Limited
Издательство: Papercut Limited
Год: 2023
Страниц: 146
Формат: PDF
Размер: 100 MB
Язык: немецкий/Deutsch
Raspberry Pi Guides, Tipps und Tricks - это идеальное цифровое издание для пользователей, которые хотят поднять свои навыки на новый уровень. Вы хотите повысить свой пользовательский опыт? Или хотите получить глубокие знания? Хотите учиться непосредственно у экспертов в своей области? Узнать о многочисленных приемах, которыми пользуются профессионалы? На страницах этого нового руководства для продвинутых пользователей вы узнаете все, что вам нужно знать, чтобы стать более уверенным, квалифицированным и опытным владельцем. Пользователем, который будет получать максимальную отдачу от использования Raspberry Pi и, в конечном счете, от кодирования и цифрового творчества. Это достижение вы можете заслужить, просто предоставив нам возможность эксклюзивно помочь вам и научить вас тем способностям, которые мы приобрели за десятилетия нашего опыта. ОС Raspberry Pi основана на Linux - невероятно мощной операционной системе, на которой работают многие суперкомпьютеры, веб-серверы и даже военная техника высшего класса. Освоив Linux, вы не только овладеете Pi, но и сможете понять, что лежит в основе Интернета. | |
Разместил: Dovegone 15-09-2023, 22:40 | Комментарии: 0 | Подробнее
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Название: 10 ваттный светодиодный светильник своими руками
Автор: Пыжов Виктор
Издательство: Интернет-издание
Год: 2013
Формат: pdf, rtf, fb2
Размер: 10 мб
Качество: хорошее
Язык: русский
Данное пособие поможет сделать самому свой собственный, стильный 10 ваттный светодиодный светильник. Вы не только сэкономите свои деньги на электроэнергии, но и сделаете более чище нашу планету! | |
Разместил: gol8425 15-09-2023, 14:56 | Комментарии: 0 | Подробнее
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Название: Собери сам. Новые возможности сотовых телефонов и других электронных устройств
Автор: Кашкаров Андрей
Издательство: Додэка XXI
Год: 2007
Формат: pdf
ISBN: 978-5-94120-167-9
Размер: 12,54 мб
Качество: хорошее
Язык: русский
В книге описывается множество простых оригинальных схем для стационарной телефонии, управления освещением, радиосвязи и т. д. Все устройства реализованы на современной элементной базе электронных компонентов и предназначены для работы в круглосуточном активном режиме. | |
Разместил: gol8425 15-09-2023, 14:38 | Комментарии: 1 | Подробнее
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Название: Arduino for Arduinians: 70 Projects for the Experienced Programmer
Автор: John Boxall
Издательство: No Starch Press
ISBN: 1718502788
Год: 2024
Страниц: 600
Формат: PDF, EPUB
Размер: 50 Mб
Язык: English
Guided by an expert craftsman with over 30 years of experience, you’ll build 70 awesome Arduino projects and emerge a true Arduinian ready to invent your own complex creations.
Guided by an Arduino master, you’ll harness dozens of sensors, motors, displays, and techniques to bring your own expert inventions to life. | |
Разместил: Gena_Bukin 14-09-2023, 19:24 | Комментарии: 0 | Подробнее
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 Название: Basic Electronics: Theory, practice and solved and proposed exercises
Автор: Albeiro Patino Builes
Издательство: Xalambo Editorial
Год: 2023
Страниц: 153
Язык: английский
Формат: pdf, epub
Размер: 10.5 MB
BASIC ELECTRONICS is a step-by-step guide to electronics and electronic circuits, which will become your gateway to the exciting and lucrative world of electricity and electronics. Written in an engaging manner, it is easily understandable for beginners and enthusiasts, without neglecting the technical rigor and even mathematical aspects that are basic but necessary. The reader will find a wealth of designs and examples of solved practical cases that will make their journey through the book enjoyable and fun. We can say, without fear of being wrong, that the fundamental raw material of all electronics is semiconductors. Diodes, transistors, and integrated circuits are made based on these components, which are, electronically speaking, between conductors and insulators. | |
Разместил: Ingvar16 14-09-2023, 08:30 | Комментарии: 0 | Подробнее
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 Название: Self-Powered Cyber Physical Systems
Автор: Rathishchandra R. Gatti, Chandra Singh, Rajeev Agrawal
Издательство: Wiley-Scrivener
Год: 2023
Страниц: 415
Язык: английский
Формат: pdf (true)
Размер: 12.3 MB
This book is an attempt to aim at a very futuristic vision of achieving self-powered cyber-physical systems by applying a multitude of current technologies such as ULP electronics, thin film electronics, ULP transducers, autonomous wireless sensor networks using energy harvesters at the component level and energy efficient clean energy for powering data centers and machines at the system level. This is the need of the hour for cyber-physical systems since data requires energy when it is stored, transmitted, or converted to other forms. Cyber-physical systems will become energy hungry since the industry trend is towards ubiquitous computing with massive deployment of sensors and actuators. This is evident in using blockchain technologies such as Bitcoin or running epochs for Artificial Intelligence (AI) applications. Hence, there is a need for research to understand energy patterns and distribution in cyber-physical systems and adopt new technologies to transcend to self-powered cyber-physical systems. ROS is not an operating system. ROS operates on a broad range of operating systems, most often Linux. ROS is a collection of tools for designing, setting, constructing, troubleshooting, and coordinating complicated robotic systems. | |
Разместил: Ingvar16 14-09-2023, 04:19 | Комментарии: 0 | Подробнее
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