Model Optimization Methods for Efficient and Edge AI: Federated Learning Architectures, Frameworks and Applications

Автор: literator от 29-11-2024, 06:29, Коментариев: 0

Категория: КНИГИ » ПРОГРАММИРОВАНИЕ

Название: Model Optimization Methods for Efficient and Edge AI: Federated Learning Architectures, Frameworks and Applications
Автор: Pethuru Raj Chelliah, Amir Masoud Rahmani, Robert Colby, Gayathri Nagasubramanian, Sunku Ranganath
Издательство: Wiley-IEEE Press
Год: 2025
Страниц: 414
Язык: английский
Формат: pdf (true), epub
Размер: 29.4 MB

Comprehensive overview of the fledgling domain of Federated Learning (FL), explaining emerging FL methods, architectural approaches, enabling frameworks, and applications. Model Optimization Methods for Efficient and Edge AI explores AI model engineering, evaluation, refinement, optimization, and deployment across multiple cloud environments (public, private, edge, and hybrid). It presents key applications of the AI paradigm, including computer vision (CV) and Natural Language Processing (NLP), explaining the nitty-gritty of Federated Learning (FL) and how the FL method is helping to fulfill AI model optimization needs. The book also describes tools that vendors have created, including FL frameworks and platforms such as PySyft, Tensor Flow Federated (TFF), FATE (Federated AI Technology Enabler), Tensor/IO, and more.
 

OTFS Modulation: Theory and Applications

Автор: literator от 29-11-2024, 05:17, Коментариев: 0

Категория: КНИГИ » АППАРАТУРА

Название: OTFS Modulation: Theory and Applications
Автор: Saif Khan Mohammed, Ronny Hadani, Ananthanarayanan Chockalingam
Издательство: Wiley-IEEE Press
Год: 2025
Страниц: 451
Язык: английский
Формат: pdf (true)
Размер: 18.3 MB

Grasp the future of wireless communication with this groundbreaking introduction. Research and development are already underway on the sixth generation (6G) of wireless communication technology. The new requirements of 6G that arise from challenging new use cases render physical layer waveforms such as CDMA and OFDM inadequate. The OTFS waveform answers these new requirements, and recent research suggests it will play a decisive role in the future of wireless communication. OTFS Modulation – Theory and Applications provides the first ever foundational textbook that introduces this growing, state-of-the-art, field of research from first principles. Beginning with a thorough discussion of the fundamental principles of OTFS, both physical and theoretical, it rigorously situates OTFS modulation in a mathematical framework analogous to more familiar waveforms. The result is a groundbreaking contribution to communication theory and a must-have volume for wireless communication researchers.
 

Computational Intelligence for Autonomous Finance

Автор: literator от 29-11-2024, 04:22, Коментариев: 0

Категория: КНИГИ » ПРОГРАММИРОВАНИЕ

Название: Computational Intelligence for Autonomous Finance
Автор: Deepa Gupta, Mukul Gupta, Rajesh Kumar Dhanaraj, Balamurugan Balusamy
Издательство: Wiley-Scrivener
Год: 2025
Страниц: 330
Язык: английский
Формат: pdf (true)
Размер: 14.8 MB

The book serves as an essential guide and a deep dive into the intersection of Artificial Intelligence (AI) and finance, providing readers with a thorough understanding of the current state, challenges, and future possibilities of autonomous financial systems. In the rapidly evolving domain of autonomous finance, the convergence of Computational Intelligence techniques (CI) and financial technologies has paved the way for a new era of financial services. This transformation is driven by the integration of Artificial Intelligence (AI), Machine Learning (ML), blockchain, and big data analytics into financial systems, leading to the development of more responsive, efficient, and personalized financial products and services. Computational Intelligence for Autonomous Finance delves into the heart of this technological revolution, offering a comprehensive exploration of the theoretical foundations, practical applications, and future prospects of Computational Intelligence in the financial sector.
 

Вездеход-амфибия ЗИЛ-4906 [Русские инженеры 39)

Автор: freees771 от 29-11-2024, 04:08, Коментариев: 0

Категория: ЖУРНАЛЫ » МОДЕЛИЗМ


Название: Вездеход-амфибия ЗИЛ-4906
Издательство: Русские инженеры
Формат: PDF ( 600 DPI), А4
Масштаб : 1х25
Размер: 54,7 мб.
Листов всего/выкройки: 23/14
Язык: русский
Журнал для любителей моделирования из картона.
Распечатай, вырежи и склей.
Бумажнокартонная модель-копия современного российского вездехода-амфибии.
Авторский оригинал.
 

Development of 6G Networks and Technology

Автор: literator от 29-11-2024, 03:41, Коментариев: 0

Категория: КНИГИ » СЕТЕВЫЕ ТЕХНОЛОГИИ

Название: Development of 6G Networks and Technology
Автор: Suman Lata Tripathi, Mufti Mahmud, C. Narmadha, S. Albert Alexander
Издательство: Wiley-Scrivener
Серия: Decentralized Systems and Next-Generation Internet
Год: 2025
Страниц: 458
Язык: английский
Формат: pdf (true)
Размер: 21.9 MB

This book provides an in-depth exploration of the potential impact of 6G networks on various industries, including healthcare, agriculture, transport, and national security, making it an essential resource for researchers, scholars, and students working in the field of wireless networks and high-speed data processing systems. Development of 6G Networks and Technology explores the benefits and challenges of 5G and beyond that play a key role in the development of the next generation of internet. 6G is targeted to improve download speeds, eliminate latency, reduce congestion on mobile networks, and support advancements in technology. 6G has the potential to transform how the human, physical, and digital worlds interact with each other and the capability to support advancements in technology, such as virtual reality (VR), augmented reality (AR), the metaverse, and Artificial Intelligence (AI). Machine Learning and Deep Learning modules are also an integral part of almost all automated systems where signal processing is performed at different levels. This book will provide a foundation and initial inputs for researchers, scholars, and students working in the areas of wireless networks and high-speed data processing systems. It also provides techniques, tools, and methodologies to develop next-generation internet and 6G.
 

Hands-On Generative AI with Transformers and Diffusion Models (Final)

Автор: literator от 29-11-2024, 03:11, Коментариев: 0

Категория: КНИГИ » ПРОГРАММИРОВАНИЕ

Название: Hands-On Generative AI with Transformers and Diffusion Models (Final Release)
Автор: Omar Sanseviero, Pedro Cuenca, Apolinário Passos, Jonathan Whitaker
Издательство: O’Reilly Media, Inc.
Год: 2025
Страниц: 416
Язык: английский
Формат: epub (true)
Размер: 25.0 MB

Learn to use generative AI techniques to create novel text, images, audio, and even music with this practical, hands-on book. Readers will understand how state-of-the-art generative models work, how to fine-tune and adapt them to their needs, and how to combine existing building blocks to create new models and creative applications in different domains. This go-to book introduces theoretical concepts followed by guided practical applications, with extensive code samples and easy-to-understand illustrations. You'll learn how to use open source libraries to utilize transformers and diffusion models, conduct code exploration, and study several existing projects to help guide your work. This book assumes that you are comfortable programming in Python and have a foundational understanding of what Machine Learning is, including basic usage of frameworks like PyTorch or TensorFlow.
 

Spatial Data Science (2024)

Автор: literator от 29-11-2024, 02:41, Коментариев: 0

Категория: КНИГИ » ОС И БД

Название: Spatial Data Science
Автор: John P. Wilson
Издательство: Esri Press
Год: 2024
Страниц: 250
Язык: английский
Формат: pdf, epub
Размер: 10.1 MB

Spatial Data Science will show GIS scientists and practitioners how to add and use new analytical methods from Data Science in their existing GIS platforms. By explaining how the spatial domain can provide many of the building blocks, it's critical for transforming data into information, knowledge, and solutions. This book is for those using or studying GIS and the computer scientists, engineers, statisticians, and information and library scientists leading the development and deployment of Data Science. Spatial Data Science consists of six chapters. The first chapter introduces the book and describes its two complementary goals. The first goal is to show spatial scientists and practitioners how they can enhance their current use of geographic information systems (GIS), Global Positioning System (GPS), and remote sensing by adding and using geospatial Big Data and Data Science methods to extend their existing toolboxes. The second goal is to show data scientists how they can better realize the potential of Big Data and Data Science by using spatial perspectives and geospatial technologies to discover new knowledge.
 

Серия "Русская история (Вече)" в 16 книгах

Автор: SCART56 от 29-11-2024, 02:11, Коментариев: 0

Категория: КНИГИ » ИСТОРИЯ


Название: Серия "Русская история (Вече)" в 16 книгах
Автор(ы): разные
Издательство: Москва
Год: 2019-2022
Страниц: 1000+
Формат: FB2
Размер: 104 Мб
Язык: русский

Книги серии "Русская история (Вече)" посвящены тысячелетней истории России, ее культуре и искусству, военной славе, многовековым народным обычаям и деяниям выдающихся представителей. Становление и развитие сословного и классового общества на Руси со времен складывания государства и вплоть до эпохи расцвета империи – предмет многолетнего обсуждения историков и одна из опорных точек понимания истории нашей страны.

 

Computeractive - Issue 697 2024

Автор: magnum от 29-11-2024, 01:53, Коментариев: 0

Категория: ЖУРНАЛЫ » КОМПЬЮТЕРНЫЕ

Computeractive - Issue 697 2024Название: Computeractive
Год / месяц: 20 November/3 December 2024
Номер: Issue 697
Страниц: 76
Формат: True PDF
Размер: 44 MB
Язык: English

Computeractive is the UK’s best-selling computer magazine and your friendly guide to PCs, gadgets and the web! It includes regular news updates, project ideas, help and advice on popular reader queries, articles on anti-virus software, features on consumer rights, and a whole lot more to help you get the very best out of your computer. Get PC advice in plain English today – get Computeractive!

В журнале Computeractive приводятся обзоры новинок смартфонов, принтеров, мониторов, фотокамер, новинок интернета и игр, а также результаты групповых тестов программного обеспечения. Примерно треть журнала занимает раздел "Проекты", в котором в простой и доступной форме (по принципу "вопрос-ответ") даются рекомендации экспертов по действиям пользователя в той или иной ситуации.
 

Бронепалубный крейсер «Жемчуг» / «Изумруд»/ 1905 г. (Avangard)

Автор: freees771 от 29-11-2024, 01:43, Коментариев: 0

Категория: ЖУРНАЛЫ » МОДЕЛИЗМ


Название: Бронепалубный крейсер «Жемчуг» «Изумруд» 1905 г.
Издательство: Avangard
Масштаб – 1х200
Формат – jpg, А3
Листов всего/выкройки: 22/8
Размер – 21 Мб
Язык: русский


Журнал для любителей моделирования из картона/бумаги.
Распечатай, вырежи и склей.
Бумажнокартонная модель-копия российского боевого корабля Первой мировой войны.