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Digital Design and Computer Architecture
by David Harris Sarah HarrisDigital Design and Computer Architecture, Second Edition, takes a unique and modern approach to digital design, introducing the reader to the fundamentals of digital logic and then showing step by step how to build a MIPS microprocessor in both Verilog and VHDL. This new edition combines an engaging and humorous writing style with an updated and hands-on approach to digital design. It presents new content on I/O systems in the context of general purpose processors found in a PC as well as microcontrollers found almost everywhere. <p><p> Beginning with digital logic gates and progressing to the design of combinational and sequential circuits, the book uses these fundamental building blocks as the basis for the design of an actual MIPS processor. It provides practical examples of how to interface with peripherals using RS232, SPI, motor control, interrupts, wireless, and analog-to-digital conversion. SystemVerilog and VHDL are integrated throughout the text in examples illustrating the methods and techniques for CAD-based circuit design. There are also additional exercises and new examples of parallel and advanced architectures, practical I/O applications, embedded systems, and heterogeneous computing, plus a new appendix on C programming to strengthen the connection between programming and processor architecture. <p> This new edition will appeal to professional computer engineers and to students taking a course that combines digital logic and computer architecture.
Digital Design and Fabrication (Computer Engineering Series)
by Vojin G. OklobdzijaIn response to tremendous growth and new technologies in the semiconductor industry, this volume is organized into five, information-rich sections. Digital Design and Fabrication surveys the latest advances in computer architecture and design as well as the technologies used to manufacture and test them. Featuring contributions from leading experts, the book also includes a new section on memory and storage in addition to a new chapter on nonvolatile memory technologies. Developing advanced concepts, this sharply focused book— Describes new technologies that have become driving factors for the electronic industry Includes new information on semiconductor memory circuits, whose development best illustrates the phenomenal progress encountered by the fabrication and technology sector Contains a section dedicated to issues related to system power consumption Describes reliability and testability of computer systems Pinpoints trends and state-of-the-art advances in fabrication and CMOS technologies Describes performance evaluation measures, which are the bottom line from the user’s point of view Discusses design techniques used to create modern computer systems, including high-speed computer arithmetic and high-frequency design, timing and clocking, and PLL and DLL design
Digital Design and Verilog HDL Fundamentals
by Joseph CavanaghComprehensive and self contained, this tutorial covers the design of a plethora of combinational and sequential logic circuits using conventional logic design and Verilog HDL. Number systems and number representations are presented along with various binary codes. Several advanced topics are covered, including functional decomposition and iterative networks. A variety of examples are provided for combinational and sequential logic, computer arithmetic, and advanced topics such as Hamming code error correction. Constructs supported by Verilog are described in detail. All designs are continued to completion. Each chapter includes numerous design issues of varying complexity to be resolved by the reader.
Digital Design from the VLSI Perspective: Concepts for VLSI Beginners
by Vaibbhav TaraateThis volume covers digital design techniques, exercises and applications. The book discusses digital design and implementation in the context of VLSI and embedded system design. It covers basic digital design techniques to high speed design techniques. The contents also cover performance improvement, optimization concepts and design case studies. It includes pedagogical features such as design examples and illustrations. This book will be a useful guide for hardware engineers, logic design engineers, professionals and hobbyists looking to learn and use the digital design to develop VLSI based algorithms, architectures and products.
Digital Design in Action: Creative Solutions for Designers
by Chris Jackson Nancy CiolekDigital design is not only about creating visually appealing products and promotions; it needs to possess a practical aspect in addition to being aesthetically appealing. Digital Design in Action explores these pragmatic applications and the creative design aspects for various mediums, including the web, apps, ePub, visual presentations, and PDF. Using the latest digital publishing tools and a project-based pedagogy, this book includes projects ranging from real-world to experimental. Each chapter contains the perfect balance of vibrant figures, techniques and applications to help guide the reader into harnessing their inner potential. Key Features Presents methodologies used to deploy layouts for multiple digital output, using the latest tools and techniques Includes a supporting companion website containing digital examples, plus all exercise files and supporting art Contains end-of-chapter exercises and real-world and experimental projects Structured to help design students create dynamic content in class and on the job later down the line.
Digital Design using VHDL: A Systems Approach
by William J. Dally R. Curtis Harting Tor M. AamodtThis introductory textbook provides students with a system-level perspective and the tools they need to understand, analyze and design digital systems. Going beyond the design of simple combinational and sequential modules, it shows how such modules are used to build complete systems, reflecting real-world digital design. All the essential topics are covered, including design and analysis of combinational and sequential modules, as well as system timing and synchronization. It also teaches how to write VHDL-2008 HDL in a productive and maintainable style that enables CAD tools to do much of the tedious work. A complete introduction to digital design is given through clear explanations, extensive examples and online VHDL files. The teaching package is completed with lecture slides, labs and a solutions manual for instructors. Assuming no previous digital knowledge, this textbook is ideal for undergraduate digital design courses that will prepare students for modern digital practice.
Digital Design with RTL Design, VHDL, and Verilog
by Frank VahidIn eagerly anticipated, up-to-date guide to essential digital design fundamentals <P><P>Offering a modern, updated approach to digital design, this much-needed book reviews basic design fundamentals before diving into specific details of design optimization. You begin with an examination of the low-levels of design, noting a clear distinction between design and gate-level minimization. The author then progresses to the key uses of digital design today, and how it issued to build high-performance alternatives to software. <P><P>Offers a fresh, up-to-date approach to digital design, whereas most literature available is sorely outdated Progresses though low levels of design, making a clear distinction between design and gate-level minimization <P><P>Addresses the various uses of digital design today Enables you to gain a clearer understanding of applying digital design to your life <P><P>With this book by your side, you'll gain a better understanding of how to apply the material in the book to real-world scenarios. <P><P>Offers a fresh, up-to-date approach to digital design, whereas most literature available is sorely outdated <P><P>Progresses though low levels of design, making a clear distinction between design and gate-level minimization <P><P>Addresses the various uses of digital design today Enables you to gain a clearer understanding of applying digital design to your life <P><P>With this book by your side, you'll gain a better understanding of how to apply the material in the book to real-world scenarios.
Digital Design: A History
by Stephen EskilsonA groundbreaking history of digital design from the nineteenth century to todayDigital design has emerged as perhaps the most dynamic force in society, occupying a fluid, experimental space where product design intersects with art, film, business, engineering, theater, music, and artificial intelligence. Stephen Eskilson traces the history of digital design from its precursors in the nineteenth century to its technological and cultural ascendency today, providing a multifaceted account of a digital revolution that touches all aspects of our lives.We live in a time when silicon processors, miniaturization, and CAD-enhanced 3D design have transformed the tangible world of cars and coffee makers as well as the screen world on our phones, computers, and game systems. Eskilson provides invaluable historical perspective to help readers better understand how digital design has become such a vibrant feature of the contemporary landscape. He covers topics ranging from graphic and product design to type, web design, architecture, data visualization, and virtual reality. Along the way, he paints compelling portraits of key innovators behind this transformation, from foundational figures such as Marshall McLuhan, Nam June Paik, and April Greiman to those mapping new frontiers, such as Jeanne Gang, Jony Ive, Yugo Nakamura, Neri Oxman, and Jewel Burks Solomon.Bringing together an unprecedented array of sources on digital design, this comprehensive and richly illustrated book reveals how many of the digital practices we think of as cutting-edge actually originated in the analog age and how the history of digital design is as much about our changing relationship to forms as the forms themselves.
Digital Design: Basic Concepts and Principles
by Mohammad A. Karim Xinghao Chen<p>In today’s digital design environment, engineers must achieve quick turn-around time with ready accesses to circuit synthesis and simulation applications. This type of productivity relies on the principles and practices of computer aided design (CAD). Digital Design: Basic Concepts and Principles addresses the many challenging issues critical to today’s digital design practices such as hazards and logic minimization, finite-state-machine synthesis, cycles and races, and testability theories while providing hands-on experience using one of the industry’s most popular design application, Xilinx Web PACK. <p>The authors begin by discussing conventional and unconventional number systems, binary coding theories, and arithmetic as well as logic functions and Boolean algebra. Building upon classic theories of digital systems, the book illustrates the importance of logic minimization using the Karnaugh map technique. It continues by discussing implementation options and examining the pros and cons of each method in addition to an assessment of tradeoffs that often accompany design practices. The book also covers testability, emphasizing that a good digital design must be easy to verify and test with the lowest cost possible. <p>Throughout the text, the authors analyze combinational and sequential logic elements and illustrate the designs of these components in structural, hierarchical, and behavior VHDL descriptions. Coveringfundamentals and best practices, Digital Design: Basic Concepts and Principles provides you with critical knowledge of how each digital component ties together to form a system and develops the skills you need to design and simulate these digital components using modern CAD software.</p>
Digital Design: With An Introduction To The Verilog Hdl, Vhdl, And Systemverilog
by M. Morris Mano Michael CilettiFor introductory courses on digital design in an Electrical Engineering, Computer Engineering, or Computer Science department. A clear and accessible approach to the basic tools, concepts, and applications of digital design A modern update to a classic, authoritative text, Digital Design, 5th Edition teaches the fundamental concepts of digital design in a clear, accessible manner. The text presents the basic tools for the design of digital circuits and provides procedures suitable for a variety of digital applications. Like the previous editions, this edition of Digital Design supports a multimodal approach to learning, with a focus on digital design, regardless of language. Recognizing that three public-domain languages―Verilog, VHDL, and SystemVerilog―all play a role in design flows for today’s digital devices, the 5th Edition offers parallel tracks of presentation of multiple languages, but allows concentration on a single, chosen language.
Digital Designs for Money, Markets, and Social Dilemmas (Evolutionary Economics and Social Complexity Science #28)
by Yuji ArukaAn innovative feature of this book is its econocentric structure, focusing on digital designs. From the outset, econocentrism is assumed to be a core engine of capitalism, like money. The new coronavirus pandemic has changed lifestyles worldwide, which are unlikely ever to return in their original form. This great transformation will change the nature of the socio-economic system itself and will be centered on digital designs. At present, money already is beginning to undergo a major revolution in that sense. Many books dealing with digital designs and innovations have been published, but few if any of them focus on monetary and analytical methods in the way that this present volume does.The book then contains 6 parts: Evolution of money and thinking complexities in the AI era; Goods market and the future of labor market; Computational social approaches to social dilemmas, smart city, cryptocurrencies; Artificial market experiments; The randomness and high frequencies in financial data; Other trading strategy issues and the effects of AI usage. These issues may be indispensable subjects in our age. Study these subject, and have a step forward to the future society!
Digital Desktop Publishing
by Karen Bean Susan E. L. LakeUsing a non-software-specific approach, this richly illustrated textbook teaches students the fundamentals of digital desktop publishing. Sample topics include importing graphics, understanding character spacing, using color, and designing newsletters. Information about designing for the Web is incorporated throughout the text. Annotation ©2007 Book News, Inc. , Portland, OR (booknews. com)
Digital Development in Korea: Lessons for a Sustainable World (Routledge Advances in Korean Studies)
by Myung Oh James F. LarsonDigital Development in Korea explores the central role of digital information and communication technology in South Korea. Analysing the role of ICT in green growth and sustainability, this new edition also demonstrates how concerns over public safety and the Olympic Games, are shaping next generation digital networks. Presenting a network-centric perspective to contextualize digital development politically, economically and socially, and in relation to globalization, urbanization and sustainability, this book builds on firsthand experience to explain the formulation and implementation of key policy decisions. It describes the revolutionary changes of the 1980s, including privatization and color television and the thorough restructuring that created a telecommunications sector. It then goes on to explore the roles of government leadership, international development and education in affecting the diffusion of broadband mobile communication, before weighing up the positive and negative aspects of Korea’s vibrant new digital media. Seeking to identify aspects of the Korean experience from which developing countries around the world could benefit, this book will be of interest to students, scholars and policymakers interested in communications technologies, Korean Studies and Developmental Studies.
Digital Dharma: How AI Can Elevate Spiritual Intelligence and Personal Well-Being
by Deepak ChopraNew York Times bestselling author Deepak Chopra delivers a visionary and unprecedented exploration of how artificial intelligence can revolutionize well-being and open new horizons for personal development.&“AI has the potential to help us create a more peaceful, just, sustainable, healthy, and joyful world. Digital Dharma shows you a path.&”—Sam Altman, CEO of OpenAIIn a world captivated yet bewildered by artificial intelligence, spiritual icon Deepak Chopra, MD, illuminates AI&’s untapped potential to unravel the enigma of consciousness, positioning AI not as a threat but as a catalyst for personal and collective growth. In Digital Dharma, Chopra navigates the balance between technology and expanded awareness, explaining that while AI cannot duplicate human intelligence, it can vastly enhance personal and spiritual growth.Chopra shows readers how the most popular, freely available chatbots can serve as guides through every level of human potential—survival and safety, emotional connection, self-worth, abundance, creativity, wisdom, and the infinite possibilities of cosmic consciousness. AI chatbots offer information, advice, and exploratory avenues of untapped potential about any aspect of human awareness. In practical terms, making AI your ally and guide depends on the art of the prompt, the questions a user poses to a chatbot. As Chopra shows in detail, by asking the right questions, you can bring AI into your inner world, which is where personal growth happens. Chopra provides a personal assessment for you to better understand yourself and exercises to help you expand your awareness in any part of your life.Digital Dharma masterfully helps readers to harness AI, not merely as a technological tool but as a partner in crafting a future where human potential solves the urgent problems facing the planet and each of us as individuals. Deepak Chopra invites us to transcend our limitations and explore a relationship with AI that elevates collective consciousness and personal evolution at the same time.
Digital Dice: Computational Solutions to Practical Probability Problems
by Paul J. NahinSome probability problems are so difficult that they stump the smartest mathematicians. But even the hardest of these problems can often be solved with a computer and a Monte Carlo simulation, in which a random-number generator simulates a physical process, such as a million rolls of a pair of dice. This is what Digital Dice is all about: how to get numerical answers to difficult probability problems without having to solve complicated mathematical equations. Popular-math writer Paul Nahin challenges readers to solve twenty-one difficult but fun problems, from determining the odds of coin-flipping games to figuring out the behavior of elevators. Problems build from relatively easy (deciding whether a dishwasher who breaks most of the dishes at a restaurant during a given week is clumsy or just the victim of randomness) to the very difficult (tackling branching processes of the kind that had to be solved by Manhattan Project mathematician Stanislaw Ulam). In his characteristic style, Nahin brings the problems to life with interesting and odd historical anecdotes. Readers learn, for example, not just how to determine the optimal stopping point in any selection process but that astronomer Johannes Kepler selected his second wife by interviewing eleven women. The book shows readers how to write elementary computer codes using any common programming language, and provides solutions and line-by-line walk-throughs of a MATLAB code for each problem. Digital Dice will appeal to anyone who enjoys popular math or computer science.
Digital Dice: Computational Solutions to Practical Probability Problems (Princeton Puzzlers)
by Paul J. NahinSome probability problems are so difficult that they stump the smartest mathematicians. But even the hardest of these problems can often be solved with a computer and a Monte Carlo simulation, in which a random-number generator simulates a physical process, such as a million rolls of a pair of dice. This is what Digital Dice is all about: how to get numerical answers to difficult probability problems without having to solve complicated mathematical equations. Popular-math writer Paul Nahin challenges readers to solve twenty-one difficult but fun problems, from determining the odds of coin-flipping games to figuring out the behavior of elevators. Problems build from relatively easy (deciding whether a dishwasher who breaks most of the dishes at a restaurant during a given week is clumsy or just the victim of randomness) to the very difficult (tackling branching processes of the kind that had to be solved by Manhattan Project mathematician Stanislaw Ulam). In his characteristic style, Nahin brings the problems to life with interesting and odd historical anecdotes. Readers learn, for example, not just how to determine the optimal stopping point in any selection process but that astronomer Johannes Kepler selected his second wife by interviewing eleven women. The book shows readers how to write elementary computer codes using any common programming language, and provides solutions and line-by-line walk-throughs of a MATLAB code for each problem. Digital Dice will appeal to anyone who enjoys popular math or computer science. In a new preface, Nahin wittily addresses some of the responses he received to the first edition.
Digital Dictionary
by Marie Cauli Laurence Favier Jean-Yves Jeannas"Digital age", "digital society", &“digital civilization&”: many expressions are used to describe the major cultural transformation of our contemporary societies.Digital Dictionary presents the multiple facets of this phenomenon, which was born of computers and continues to permeate all human activity as it progresses at a rapid pace. In this multidisciplinary work, experts, academics and practitioners invite us to discover the digital world from various technological and societal perspectives.In this book, citizens, trainers, political leaders or association members, students and users will find a base of knowledge that will allow them to update their understanding and become stakeholders in current societal changes.
Digital Didactical Designs: Teaching and Learning in CrossActionSpaces
by Isa JahnkeAs web-enabled mobile technologies become increasingly integrated into formal learning environments, the fields of education and ICT (information and communication technology) are merging to create a new kind of classroom: CrossActionSpaces. Grounding its exploration of these co-located communication spaces in global empirical research, Digital Didactical Designs facilitates the development of teachers into collaborative designers and evaluators of technology-driven teaching and learning experiences—learning through reflective making. The Digital Didactical Design model promotes deep learning expeditions with a framework that encourages teachers and researchers to study, explore, and analyze the applied designs-in-practice. The book presents critical views of contemporary education, theories of socio-technical systems and behavior patterns, and concludes with a look into the conceptual and practical prototypes that might emerge in schools and universities in the near future.
Digital Disciplines
by Joe WeinmanLeverage digital technologies to achieve competitive advantage through better processes, products, customer relationships and innovation How does Information Technology enable competitive advantage? Digital Disciplines details four strategies that exploit today's digital technologies to create unparalleled customer value. Using non-technical language, this book describes the blueprints that any company, large or small, can use to gain or retain market leadership, based on insights derived from examining modern digital giants such as Amazon and Netflix as well as established firms such as GE, Nike, and UPS. Companies can develop a competitive edge through four digital disciplines--information excellence, solution leadership, collective intimacy, and accelerated innovation--that exploit cloud computing, big data and analytics, mobile and wireline networks, social media, and the Internet of Things. These four disciplines represent the extension and evolution of the value disciplines of operational excellence, product leadership, and customer intimacy originally defined by Michael Treacy and Fred Wiersema in their bestselling business classic The Discipline of Market Leaders. Operational excellence must now encompass information excellence--leveraging automation, information, analytics, and sophisticated algorithms to make processes faster, better, and more cost-effective, as well as to generate new revenue Product leadership must be extended to solution leadership--smart digital products ranging from wind turbines to wearables connected to each other, cloud services, social networks, and partner ecosystems Customer intimacy is evolving to collective intimacy--as face-to-face relationships not only go online, but are collectively analyzed to provide individually targeted recommendations ranging from books and movies to patient-specific therapies Traditional innovation is no longer enough--accelerated innovation goes beyond open innovation to exploit crowdsourcing, idea markets, challenges, and contest economics to dramatically improve processes, products, and relationships This book provides a strategy framework, empirical data, case studies, deep insights, and pragmatic steps for any enterprise to follow and attain market leadership in today's digital era. Digital Disciplines can be exploited by existing firms or start-ups to disrupt established ways of doing business through innovative, digitally enabled value propositionsto win in competitive markets in today's digital era.
Digital Disconnect
by Robert W. McchesneyCelebrants and skeptics alike have produced valuable analyses of the Internet's effect on us and our world, oscillating between utopian bliss and dystopian hell. But according to Robert W. McChesney, arguments on both sides fail to address the relationship between economic power and the digital world.McChesney's award-winning Rich Media, Poor Democracy skewered the assumption that a society drenched in commercial information is a democratic one. In Digital Disconnect McChesney returns to this provocative thesis in light of the advances of the digital age, incorporating capitalism into the heart of his analysis. He argues that the sharp decline in the enforcement of antitrust violations, the increase in patents on digital technology and proprietary systems, and other policies and massive indirect subsidies have made the Internet a place of numbing commercialism. A small handful of monopolies now dominate the political economy, from Google, which garners an astonishing 97 percent share of the mobile search market, to Microsoft, whose operating system is used by over 90 percent of the world's computers. This capitalistic colonization of the Internet has spurred the collapse of credible journalism, and made the Internet an unparalleled apparatus for government and corporate surveillance, and a disturbingly anti-democratic force.In Digital Disconnect Robert McChesney offers a groundbreaking analysis and critique of the Internet, urging us to reclaim the democratizing potential of the digital revolution while we still can.
Digital Discussions: How Big Data Informs Political Communication (New Agendas in Communication Series)
by Natalie Jomini Stroud Shannon McGregorBig data raise major research possibilities for political communication scholars who are interested in how citizens, elites, and journalists interact. With the availability of social media data, academics can observe, on a large scale, how people talk about politics. The opportunity to study political discussions is also available to media organizations and political elites—examining how they make use of big data represents another fruitful scholarly trajectory. The scholars involved in Digital Discussions represent forward thinkers who aim to inform the study of political communication by analyzing the behavior of and messages left by citizens, elites, and journalists in digital spaces. By using a variety of methodological approaches and bringing together diverse theoretical perspectives, this group sheds light on how big data can inform political communication research. It is critical reading for those studying and working in communication studies with a focus on big data.
Digital Disruption: Implications and opportunities for Economies, Society, Policy Makers and Business Leaders (Future of Business and Finance)
by Bharat VagadiaThis book goes beyond the hype, delving into real world technologies and applications that are driving our future and examines the possible impact these changes will have on industries, economies and society at large. It details the actions governments and regulators must take in order to ensure these changes bring about positive benefits to the public without stifling innovation that may well be the future source of value creation. It examines how organisations in a world of digital ecosystems, where industry boundaries are blurring, must undertake radical digital transformation to survive and thrive in this new digital world. The reader is taken through a framework that critically examines (i) Digital Connectivity including 5G and IoT; (ii) Data Capture and Distribution which includes smart connected verticals; (iii) Data Integrity, Control and Tokenisation that includes cyber security, digital signatures, blockchain, smart contracts, digital assets and cryptocurrencies; (iv) Data Processing and Artificial Intelligence; and (v) Disruptive Applications which include platforms, virtual and augmented reality, drones, autonomous vehicles, digital twins and digital assistants.
Digital Drawing For Designers: A Visual Guide To Autocad® 2017
by Douglas R. SeidlerAutoCAD continues to dominate the two-dimensional drafting marketplace for architects and interior designers. Digital Drawing for Designers: A Visual Guide to AutoCAD 2017 is designed to help this community by visually teaching for step-by-step understanding. Beginning with the building blocks of drawing (lines, circles, and arcs), the book progresses through architectural graphic standards, enabling students to create presentation and construction drawings that effectively communicate their design ideas. Advanced features such as annotative dimensions, annotative blocks, express tools, and linking drawings (XREFs) are also covered. Instructions are illustrated using language and concepts from manual drafting, facilitating a smooth transition to the digital environment for all designers. New learners will appreciate the step-by-step lessons and visual illustrations, while experienced design professionals can easily access material to refresh their knowledge. Clear, concise, and above all visual, this AutoCAD guide speaks directly to the needs of architects and interior designers.
Digital Drawing for Designers: A Visual Guide to AutoCAD 2021
by Douglas R. SeidlerAutoCAD continues to dominate the two-dimensional drafting marketplace for architects and interior designers. Digital Drawing for Designers: A Visual Guide to AutoCAD 2021 is designed to help this community by using visual methods to lead to understanding. Starting with the building blocks of drawing (lines, circles, and arcs), the book progresses through architectural graphic standards, enabling students to create presentation and construction drawings that effectively communicate their design ideas. Advanced features such as annotative dimensions, annotative blocks, express tools, and linking drawings (XREFs) are also covered. Instructions are illustrated using language and concepts from manual drafting, facilitating a smooth transition to the digital environment for all designers, and showing just how your paper idea becomes a digital reality. Clear, concise, and above all visual, this AutoCAD guide gives you exactly what you need to become a pro at this program.
Digital Economies at Global Margins (International Development Research Centre)
by Mark GrahamInvestigations of what increasing digital connectivity and the digitalization of the economy mean for people and places at the world's economic margins.Within the last decade, more than one billion people became new Internet users. Once, digital connectivity was confined to economically prosperous parts of the world; now Internet users make up a majority of the world's population. In this book, contributors from a range of disciplines and locations investigate the impact of increased digital connectivity on people and places at the world's economic margins. Does the advent of a digitalized economy mean that those in economic peripheries can transcend spatial, organizational, social, and political constraints—or do digital tools and techniques tend to reinforce existing inequalities?The contributors present a diverse set of case studies, reporting on digitalization in countries ranging from Chile to Kenya to the Philippines, and develop a broad range of theoretical positions. They consider, among other things, data-driven disintermediation, women's economic empowerment and gendered power relations, digital humanitarianism and philanthropic capitalism, the spread of innovation hubs, and two cases of the reversal of core and periphery in digital innovation.ContributorsNiels Beerepoot, Ryan Burns, Jenna Burrell, Julie Yujie Chen, Peter Dannenberg, Uwe Deichmann, Jonathan Donner, Christopher Foster, Mark Graham, Nicolas Friederici, Hernan Galperin, Catrihel Greppi, Anita Gurumurthy, Isis Hjorth, Lilly Irani, Molly Jackman, Calestous Juma, Dorothea Kleine, Madlen Krone, Vili Lehdonvirta, Chris Locke, Silvia Masiero, Hannah McCarrick,Deepak K. Mishra, Bitange Ndemo, Jorien Oprins, Elisa Oreglia, Stefan Ouma, Robert Pepper, Jack Linchuan Qiu, Julian Stenmanns, Tim Unwin, Julia Verne, Timothy Waema