This book provides a comprehensive introduction to continual and reinforcement learning for edge AI, which investigates how to build an AI agent that can continuously solve new learning tasks and enhance the AI at resource-limited edge devices. The authors introduce readers to practical frameworks and in-depth algorithmic foundations. The book surveys the recent advances in the area, coming from both academic researchers and industry professionals. The authors also present their own resear...

This book conducts a comprehensive and detailed survey of the recent research efforts in edge intelligence. The authors first review the background and present motivation for AI running at the network edge. The book then provides an overview of the overarching architectures, frameworks, and emerging key technologies for deep learning models toward training/inference at the network edge. To illustrate the research problems for edge intelligence, the book also showcases four of the authors' ...

This cartoon book is about a senior gentleman called Mr. Gao, he lives in China, and has a lot of funny things happened to him.

'I am very impressed by Dharma Master Cheng Yen.'-- Thich Nhat Hanh'Dharma Master Cheng Yen is a role model for us all.'--Dalai LamaThe Thirty-Seven Principles of Enlightenment contains 7 parts: (1) The Four Right Efforts, (2) The Four Steps Towards Obtaining Supernatural Powers, (3) The Four Considerations, (4) The Five Roots, (5) The Five Strengths, (6) The Seven Factors of Wisdom, and (7) The Noble Eightfold Path. The Buddha reminded us to practice the Thirty-Seven Princ...

Reviews latest research on understanding potato plant physiology and genetic varietyDiscusses major advances in conventional and hybrid breeding as well as their application in improved varietiesFocuses on ways of supporting smallholders in key regions such as Africa

An authoritative, accessible, and up-to-date treatment of deep learning that strikes a pragmatic middle ground between theory and practice.Deep learning is a fast-moving field with sweeping relevance in today’s increasingly digital world. Understanding Deep Learning provides an authoritative, accessible, and up-to-date treatment of the subject, covering all the key topics along with recent advances and cutting-edge concepts. Many deep learning texts are crowded wit...

This book covers connectivity and edge computing solutions for representative Internet of Things (IoT) use cases, including industrial IoT, rural IoT, Internet of Vehicles (IoV), and mobile virtual reality (VR). Based on their unique characteristics and requirements, customized solutions are designed with targets such as supporting massive connections or seamless mobility and achieving low latency or high energy efficiency. Meanwhile, the book highlights the role of artificial intelligence...

Integrated Pest Management: Current Concepts and Ecological Perspective presents an overview of alternative measures to traditional pest management practices using biological control and biotechnology. The removal of some highly effective broad-spectrum chemicals, caused by concerns over environmental health and public safety, has resulted in the development of alternative, reduced risk crop protection products. These products, less toxic to the environment and easily integrated into biolo...

The Science of Deep Learning emerged from courses taught by the author that have provided thousands of students with training and experience for their academic studies, and prepared them for careers in deep learning, machine learning, and artificial intelligence in top companies in industry and academia. The book begins by covering the foundations of deep learning, followed by key deep learning architectures. Subsequent parts on generative models and reinforcement learning may be used as p...

Web 3.0 is the next generation of the Internet built on decentralized technologies such as blockchain and cryptography. It is designed to address issues encountered in the previous generation of the Internet such as imbalanced distribution of interests, monopoly of platform resources, and leakage of personal privacy. This book explores the challenges and solutions related to ensuring security and privacy in the context of the evolving Web 3.0 architecture.Web 3.0 represents the nex...

This easily accessible translation and commentary by Thich Nhat Hanh on the Sutra on Knowing the Better Way To Live Alone, is the earliest teaching of the Buddha on living fully in the present moment. "To live alone" doesn’t mean to isolate oneself from society. It means to live in mindfulness: to let go of the past and the future, and to look deeply and discover the true nature of all that is taking place in the present moment. To fully realize this is to meet our appointment with life an...

Discusses ways of ensuring genetic diversity, advances in wheat breeding and their use to improve properties such as drought resistance and cold tolerance;Summarises research on factors affecting nutritional and other aspects of wheat quality;Reviews advances in understanding wheat pests and diseases together with ways of controlling them such as disease-resistant varieties, integrated pest and weed management