This book explores new methods, architectures, tools, and algorithms for Artificial Intelligence Hardware Accelerators. The authors have structured the material to simplify readers’ journey toward understanding the aspects of designing hardware accelerators, complex AI algorithms, and their computational requirements, along with the multifaceted applications. Coverage focuses broadly on the hardware aspects of training, inference, mobile devices, and autonomous vehicles (AVs) based AI accelerators

Using the familiar software Microsoft ® Excel, this book examines the applications of complex variables. Implementation of the included problems in Excel eliminates the “black box� nature of more advanced computer software and programming languages and therefore the reader has the chance to become more familiar with the underlying mathematics of the complex variable problems. This book consists of two parts. In Part I, several topics are covered that one would expect to find in an introductory text on complex variables. These topics include an overview of complex numbers, functions of a complex variable, and the Cauchy integral formula. In particular, attention is given to the study of analytic complex variable functions. This attention is warranted because of the property that the real and imaginary parts of an analytic complex variable function can be used to solve the Laplace partial differential equation (PDE). Laplace's equation is ubiquitous throughout science and engineering as it can be used to model the steady-state conditions of several important transport processes including heat transfer, soil-water flow, electrostatics, and ideal fluid flow, among others. In Part II, a specialty application of complex variables known as the Complex Variable Boundary Element Method (CVBEM) is examined. CVBEM is a numerical method used for solving boundary value problems governed by Laplace's equation. This part contains a detailed description of the CVBEM and a guide through each step of constructing two CVBEM programs in Excel. The writing of these programs is the culminating event of the book. Students of complex variables and anyone with interest in a novel method for approximating potential functions using the principles of complex variables are the intended audience for this book. The Microsoft Excel applications (including simple programs as well as the CVBEM program) covered will also be of interest in the industry, as these programs are accessible to anybody with Microsoft Office.

Remediating Sound studies the phenomena of remixing, mashup and recomposition: forms of reuse and sampling that have come to characterise much of YouTube's audiovisual content. Through collaborative composition, collage and cover songs to reaction videos and political activism , users from diverse backgrounds have embraced the democratised space of YouTube to open up new and innovative forms of sonic creativity and push the boundaries of audiovisual possibilities. Observing the reciprocal flow of influence that runs between various online platforms, 12 chapters position YouTube as a central hub for the exploration of digital sound, music and the moving image. With special focus on aspects of networked creativity that remain overlooked in contemporary scholarship, including library music, memetic media, artificial intelligence, the sonic arts and music fandom, this volume offers interdisciplinary insight into contemporary audiovisual culture.

This book investigates the antecedents and consequences of information technology adoption among small and medium sized enterprises.Following the well publicized 'Internet bubble', the rate of adoption of such technologies - especially of Internet-based solutions - has slowly changed among small firms, leading to a very mixed picture. Whilst a significant number of these small firms are still excluded from such technologies, others show very complex patterns of adoption and implementation. What is the reason for these differences, and do they explain performance heterogeneity among small firms? Andrea Ordanini addresses these questions by formulating various models of information technology adoption and its impact on marketing and procurement processes. The models are then tested on a sample of 700 small organizations. Their results provide various implications for managers and present suggestions for policy makers wishing to improve the effective use of information technologies within small firms. This book will strongly appeal to researchers, academics and students with an interest in business and management, entrepreneurship, technology and innovation. Entrepreneurs, managers, consultants and policy institutions interested in promoting technology diffusion among SMEs will also find the book to be of great interest.

Including the latest Microsoft 365 features and enhanced support for Mac users, Cengage's Technology for Success and Illustrated Series® Collection, Microsoft® 365® & Office® 2021, 1st edition, helps you quickly master the nuances of Microsoft® Office. Its concise, student-friendly approach uses a proven two-page layout that allows you to work through an entire task without turning the page. Each module begins with a brief overview of the principles covered while large, full-color screen images illustrate what you see on your computer. Module Learning Objectives are mapped to Microsoft Office Specialist (MOS) certification objectives, and module scenarios are based on Burning Glass market insights data -- helping you sharpen the critical skills you need for real-world success. In addition, MindTap and SAM (Skills Assessment Manager) online resources help maximize your study time -- and results.