Author: Bernd Höfflinger
Publisher: Springer
ISBN: 3319220934
Category : Science
Languages : en
Pages : 342
Book Description
The release of this second volume of CHIPS 2020 coincides with the 50th anniversary of Moore’s Law, a critical year marked by the end of the nanometer roadmap and by a significantly reduced annual rise in chip performance. At the same time, we are witnessing a data explosion in the Internet, which is consuming 40% more electrical power every year, leading to fears of a major blackout of the Internet by 2020. The messages of the first CHIPS 2020, published in 2012, concerned the realization of quantum steps for improving the energy efficiency of all chip functions. With this second volume, we review these messages and amplify upon the most promising directions: ultra-low-voltage electronics, nanoscale monolithic 3D integration, relevant-data, brain- and human-vision-inspired processing, and energy harvesting for chip autonomy. The team of authors, enlarged by more world leaders in low-power, monolithic 3D, video, and Silicon brains, presents new vistas in nanoelectronics, promising Moore-like exponential growth sustainable through to the 2030s.
CHIPS 2020 VOL. 2
Author: Bernd Höfflinger
Publisher: Springer
ISBN: 3319220934
Category : Science
Languages : en
Pages : 342
Book Description
The release of this second volume of CHIPS 2020 coincides with the 50th anniversary of Moore’s Law, a critical year marked by the end of the nanometer roadmap and by a significantly reduced annual rise in chip performance. At the same time, we are witnessing a data explosion in the Internet, which is consuming 40% more electrical power every year, leading to fears of a major blackout of the Internet by 2020. The messages of the first CHIPS 2020, published in 2012, concerned the realization of quantum steps for improving the energy efficiency of all chip functions. With this second volume, we review these messages and amplify upon the most promising directions: ultra-low-voltage electronics, nanoscale monolithic 3D integration, relevant-data, brain- and human-vision-inspired processing, and energy harvesting for chip autonomy. The team of authors, enlarged by more world leaders in low-power, monolithic 3D, video, and Silicon brains, presents new vistas in nanoelectronics, promising Moore-like exponential growth sustainable through to the 2030s.
Publisher: Springer
ISBN: 3319220934
Category : Science
Languages : en
Pages : 342
Book Description
The release of this second volume of CHIPS 2020 coincides with the 50th anniversary of Moore’s Law, a critical year marked by the end of the nanometer roadmap and by a significantly reduced annual rise in chip performance. At the same time, we are witnessing a data explosion in the Internet, which is consuming 40% more electrical power every year, leading to fears of a major blackout of the Internet by 2020. The messages of the first CHIPS 2020, published in 2012, concerned the realization of quantum steps for improving the energy efficiency of all chip functions. With this second volume, we review these messages and amplify upon the most promising directions: ultra-low-voltage electronics, nanoscale monolithic 3D integration, relevant-data, brain- and human-vision-inspired processing, and energy harvesting for chip autonomy. The team of authors, enlarged by more world leaders in low-power, monolithic 3D, video, and Silicon brains, presents new vistas in nanoelectronics, promising Moore-like exponential growth sustainable through to the 2030s.
Chips 2020
Author: Bernd Hoefflinger
Publisher: Springer Science & Business Media
ISBN: 3642223990
Category : Science
Languages : en
Pages : 497
Book Description
The chips in present-day cell phones already contain billions of sub-100-nanometer transistors. By 2020, however, we will see systems-on-chips with trillions of 10-nanometer transistors. But this will be the end of the miniaturization, because yet smaller transistors, containing just a few control atoms, are subject to statistical fluctuations and thus no longer useful. We also need to worry about a potential energy crisis, because in less than five years from now, with current chip technology, the internet alone would consume the total global electrical power! This book presents a new, sustainable roadmap towards ultra-low-energy (femto-Joule), high-performance electronics. The focus is on the energy-efficiency of the various chip functions: sensing, processing, and communication, in a top-down spirit involving new architectures such as silicon brains, ultra-low-voltage circuits, energy harvesting, and 3D silicon technologies. Recognized world leaders from industry and from the research community share their views of this nanoelectronics future. They discuss, among other things, ubiquitous communication based on mobile companions, health and care supported by autonomous implants and by personal carebots, safe and efficient mobility assisted by co-pilots equipped with intelligent micro-electromechanical systems, and internet-based education for a billion people from kindergarden to retirement. This book should help and interest all those who will have to make decisions associated with future electronics: students, graduates, educators, and researchers, as well as managers, investors, and policy makers. Introduction: Towards Sustainable 2020 Nanoelectronics.- From Microelectronics to Nanoelectronics.- The Future of Eight Chip Technologies.- Analog–Digital Interfaces.- Interconnects and Transceivers.- Requirements and Markets for Nanoelectronics.- ITRS: The International Technology Roadmap for Semiconductors.- Nanolithography.- Power-Efficient Design Challenges.- Superprocessors and Supercomputers.- Towards Terabit Memories.- 3D Integration for Wireless Multimedia.- The Next-Generation Mobile User-Experience.- MEMS (Micro-Electro-Mechanical Systems) for Automotive and Consumer.- Vision Sensors and Cameras.- Digital Neural Networks for New Media.- Retinal Implants for Blind Patients.- Silicon Brains.- Energy Harvesting and Chip Autonomy.- The Energy Crisis.- The Extreme-Technology Industry.- Education and Research for the Age of Nanoelectronics.- 2020 World with Chips.
Publisher: Springer Science & Business Media
ISBN: 3642223990
Category : Science
Languages : en
Pages : 497
Book Description
The chips in present-day cell phones already contain billions of sub-100-nanometer transistors. By 2020, however, we will see systems-on-chips with trillions of 10-nanometer transistors. But this will be the end of the miniaturization, because yet smaller transistors, containing just a few control atoms, are subject to statistical fluctuations and thus no longer useful. We also need to worry about a potential energy crisis, because in less than five years from now, with current chip technology, the internet alone would consume the total global electrical power! This book presents a new, sustainable roadmap towards ultra-low-energy (femto-Joule), high-performance electronics. The focus is on the energy-efficiency of the various chip functions: sensing, processing, and communication, in a top-down spirit involving new architectures such as silicon brains, ultra-low-voltage circuits, energy harvesting, and 3D silicon technologies. Recognized world leaders from industry and from the research community share their views of this nanoelectronics future. They discuss, among other things, ubiquitous communication based on mobile companions, health and care supported by autonomous implants and by personal carebots, safe and efficient mobility assisted by co-pilots equipped with intelligent micro-electromechanical systems, and internet-based education for a billion people from kindergarden to retirement. This book should help and interest all those who will have to make decisions associated with future electronics: students, graduates, educators, and researchers, as well as managers, investors, and policy makers. Introduction: Towards Sustainable 2020 Nanoelectronics.- From Microelectronics to Nanoelectronics.- The Future of Eight Chip Technologies.- Analog–Digital Interfaces.- Interconnects and Transceivers.- Requirements and Markets for Nanoelectronics.- ITRS: The International Technology Roadmap for Semiconductors.- Nanolithography.- Power-Efficient Design Challenges.- Superprocessors and Supercomputers.- Towards Terabit Memories.- 3D Integration for Wireless Multimedia.- The Next-Generation Mobile User-Experience.- MEMS (Micro-Electro-Mechanical Systems) for Automotive and Consumer.- Vision Sensors and Cameras.- Digital Neural Networks for New Media.- Retinal Implants for Blind Patients.- Silicon Brains.- Energy Harvesting and Chip Autonomy.- The Energy Crisis.- The Extreme-Technology Industry.- Education and Research for the Age of Nanoelectronics.- 2020 World with Chips.
NANO-CHIPS 2030
Author: Boris Murmann
Publisher: Springer Nature
ISBN: 3030183386
Category : Science
Languages : en
Pages : 597
Book Description
In this book, a global team of experts from academia, research institutes and industry presents their vision on how new nano-chip architectures will enable the performance and energy efficiency needed for AI-driven advancements in autonomous mobility, healthcare, and man-machine cooperation. Recent reviews of the status quo, as presented in CHIPS 2020 (Springer), have prompted the need for an urgent reassessment of opportunities in nanoelectronic information technology. As such, this book explores the foundations of a new era in nanoelectronics that will drive progress in intelligent chip systems for energy-efficient information technology, on-chip deep learning for data analytics, and quantum computing. Given its scope, this book provides a timely compendium that hopes to inspire and shape the future of nanoelectronics in the decades to come.
Publisher: Springer Nature
ISBN: 3030183386
Category : Science
Languages : en
Pages : 597
Book Description
In this book, a global team of experts from academia, research institutes and industry presents their vision on how new nano-chip architectures will enable the performance and energy efficiency needed for AI-driven advancements in autonomous mobility, healthcare, and man-machine cooperation. Recent reviews of the status quo, as presented in CHIPS 2020 (Springer), have prompted the need for an urgent reassessment of opportunities in nanoelectronic information technology. As such, this book explores the foundations of a new era in nanoelectronics that will drive progress in intelligent chip systems for energy-efficient information technology, on-chip deep learning for data analytics, and quantum computing. Given its scope, this book provides a timely compendium that hopes to inspire and shape the future of nanoelectronics in the decades to come.
Design Rules, Volume 2
Author: Carliss Y. Baldwin
Publisher: MIT Press
ISBN: 0262049333
Category : Business & Economics
Languages : en
Pages : 611
Book Description
How the innate physical properties of different technologies influence the strategy and structure of the organizations implementing the technologies, the sequel to Design Rules: The Power of Modularity. In Design Rules, volume 2, Carliss Baldwin offers a comprehensive view of the digital economy by putting forth an original theory that explains how technology shapes organizations in a market economy. The theory claims that complementarities arising from the physical nature of technologies can be arrayed on a spectrum ranging from strong to very weak. Two basic types of technologies in turn exhibit different degrees of complementarity between their internal components. Flow production technologies, which are found in steel mills and auto factories, specify a series of steps, each of which is essential to the final product. In contrast, platform technologies, which are characteristic of computer hardware, software, and networks, are modular systems designed to provide options. Baldwin then investigates the dynamics of strategy for firms in platform ecosystems. Such firms create value by solving technical bottlenecks—technical barriers to performance that arise in different parts of the system as it evolves. They capture value by controlling and defending strategic bottlenecks—components that are (1) essential to the functioning of some part of the system; (2) unique; and (3) controlled by a profit-seeking enterprise. Strategic bottlenecks can be acquired by solving technical bottlenecks. They can be destroyed via tactics such as substitution, reverse engineering, bypassing the bottleneck, and enveloping a smaller bottleneck within a larger one. Strategy in platform ecosystems can thus be viewed as the effective management of technical and strategic bottlenecks within a modular technical system.
Publisher: MIT Press
ISBN: 0262049333
Category : Business & Economics
Languages : en
Pages : 611
Book Description
How the innate physical properties of different technologies influence the strategy and structure of the organizations implementing the technologies, the sequel to Design Rules: The Power of Modularity. In Design Rules, volume 2, Carliss Baldwin offers a comprehensive view of the digital economy by putting forth an original theory that explains how technology shapes organizations in a market economy. The theory claims that complementarities arising from the physical nature of technologies can be arrayed on a spectrum ranging from strong to very weak. Two basic types of technologies in turn exhibit different degrees of complementarity between their internal components. Flow production technologies, which are found in steel mills and auto factories, specify a series of steps, each of which is essential to the final product. In contrast, platform technologies, which are characteristic of computer hardware, software, and networks, are modular systems designed to provide options. Baldwin then investigates the dynamics of strategy for firms in platform ecosystems. Such firms create value by solving technical bottlenecks—technical barriers to performance that arise in different parts of the system as it evolves. They capture value by controlling and defending strategic bottlenecks—components that are (1) essential to the functioning of some part of the system; (2) unique; and (3) controlled by a profit-seeking enterprise. Strategic bottlenecks can be acquired by solving technical bottlenecks. They can be destroyed via tactics such as substitution, reverse engineering, bypassing the bottleneck, and enveloping a smaller bottleneck within a larger one. Strategy in platform ecosystems can thus be viewed as the effective management of technical and strategic bottlenecks within a modular technical system.
Communication Networks Economy
Author: Daniel Battu
Publisher: John Wiley & Sons
ISBN: 1848219792
Category : Technology & Engineering
Languages : en
Pages : 312
Book Description
In an increasingly interconnected world, "Communication Networks Economy" provides the rational understanding necessary to provide universal access to communication means in an efficient way. This book presents the principal elements of the economics of a network as it stands today, taking into account experiences of technicians in the field. The author gives a simplified picture of the current situation in terms of structures and architecture of a network, bearing in mind the necessary quality of service and the profitability of investments, accompanied by references to recent economic works. An overview is given on the general themes of regulation and tariff principles, and the relations between supply and demand, from the perspectives of professional and residential users and network operators. Different aspects of the present situations of networks and the incidence of the Internet on the economy are also presented. In conclusion, the reader will obtain an overview of the most significant issues likely to influence the economics of communications networks as they are today.
Publisher: John Wiley & Sons
ISBN: 1848219792
Category : Technology & Engineering
Languages : en
Pages : 312
Book Description
In an increasingly interconnected world, "Communication Networks Economy" provides the rational understanding necessary to provide universal access to communication means in an efficient way. This book presents the principal elements of the economics of a network as it stands today, taking into account experiences of technicians in the field. The author gives a simplified picture of the current situation in terms of structures and architecture of a network, bearing in mind the necessary quality of service and the profitability of investments, accompanied by references to recent economic works. An overview is given on the general themes of regulation and tariff principles, and the relations between supply and demand, from the perspectives of professional and residential users and network operators. Different aspects of the present situations of networks and the incidence of the Internet on the economy are also presented. In conclusion, the reader will obtain an overview of the most significant issues likely to influence the economics of communications networks as they are today.
Principles of Human Organs-on-Chips
Author: Masoud Mozafari
Publisher: Woodhead Publishing
ISBN: 0128236108
Category : Technology & Engineering
Languages : en
Pages : 492
Book Description
Principles of Human Organs-on-Chips covers all aspects of microfluidic organ-on-a-chip systems, from fabrication to application and commercialization. Organ-on-a-chip models are created to mimic the structural, microenvironmental and physiological functions of human organs, providing the potential to bypass some cell and animal testing methods. This is a useful platform with widespread applications, frequently in drug screening and pathological studies. This book offers a comprehensive and authoritative reference on microfluidic organs-on-chips, spanning all key aspects from fabrication methods, cell culture systems and cell-based analysis, to dedicated chapters on specific tissue types and their associated organ-on-a-chip models, as well as their use as disease models, drug screening platforms and more. Principles of Human Organs-on-Chips helps materials scientists and biomedical engineers to better understand the specific requirements and challenges in the design and fabrication of organ-on-a-chip devices. This book also bridges the knowledge gap between medical device design and subsequent clinical applications, allowing medical professionals to easily learn about related engineering concepts and techniques. - Describes various microfluidic systems and fabrication methods - Covers models and applications for a broad range of tissue types, including liver, eye, immune, gut, and more - Offers an interdisciplinary approach, combining engineering techniques and clinical applications of organs-on-chips
Publisher: Woodhead Publishing
ISBN: 0128236108
Category : Technology & Engineering
Languages : en
Pages : 492
Book Description
Principles of Human Organs-on-Chips covers all aspects of microfluidic organ-on-a-chip systems, from fabrication to application and commercialization. Organ-on-a-chip models are created to mimic the structural, microenvironmental and physiological functions of human organs, providing the potential to bypass some cell and animal testing methods. This is a useful platform with widespread applications, frequently in drug screening and pathological studies. This book offers a comprehensive and authoritative reference on microfluidic organs-on-chips, spanning all key aspects from fabrication methods, cell culture systems and cell-based analysis, to dedicated chapters on specific tissue types and their associated organ-on-a-chip models, as well as their use as disease models, drug screening platforms and more. Principles of Human Organs-on-Chips helps materials scientists and biomedical engineers to better understand the specific requirements and challenges in the design and fabrication of organ-on-a-chip devices. This book also bridges the knowledge gap between medical device design and subsequent clinical applications, allowing medical professionals to easily learn about related engineering concepts and techniques. - Describes various microfluidic systems and fabrication methods - Covers models and applications for a broad range of tissue types, including liver, eye, immune, gut, and more - Offers an interdisciplinary approach, combining engineering techniques and clinical applications of organs-on-chips
Advances in Semiconductor Technologies
Author: An Chen
Publisher: John Wiley & Sons
ISBN: 1119869587
Category : Technology & Engineering
Languages : en
Pages : 372
Book Description
Advances in Semiconductor Technologies Discover the broad sweep of semiconductor technologies in this uniquely curated resource Semiconductor technologies and innovations have been the backbone of numerous different fields: electronics, online commerce, the information and communication industry, and the defense industry. For over fifty years, silicon technology and CMOS scaling have been the central focus and primary driver of innovation in the semiconductor industry. Traditional CMOS scaling has approached some fundamental limits, and as a result, the pace of scientific research and discovery for novel semiconductor technologies is increasing with a focus on novel materials, devices, designs, architectures, and computer paradigms. In particular, new computing paradigms and systems—such as quantum computing, artificial intelligence, and Internet of Things—have the potential to unlock unprecedented power and application space. Advances in Semiconductor Technologies provides a comprehensive overview of selected semiconductor technologies and the most up-to-date research topics, looking in particular at mainstream developments in current industry research and development, from emerging materials and devices, to new computing paradigms and applications. This full-coverage volume gives the reader valuable insights into state-of-the-art advances currently being fabricated, a wide range of novel applications currently under investigation, and a glance into the future with emerging technologies in development. Advances in Semiconductor Technologies readers will also find: A comprehensive approach that ensures a thorough understanding of state-of-the-art technologies currently being fabricated Treatments on all aspects of semiconductor technologies, including materials, devices, manufacturing, modeling, design, architecture, and applications Articles written by an impressive team of international academics and industry insiders that provide unique insights into a wide range of topics Advances in Semiconductor Technologies is a useful, time-saving reference for electrical engineers working in industry and research, who are looking to stay abreast of rapidly advancing developments in semiconductor electronics, as well as academics in the field and government policy advisors.
Publisher: John Wiley & Sons
ISBN: 1119869587
Category : Technology & Engineering
Languages : en
Pages : 372
Book Description
Advances in Semiconductor Technologies Discover the broad sweep of semiconductor technologies in this uniquely curated resource Semiconductor technologies and innovations have been the backbone of numerous different fields: electronics, online commerce, the information and communication industry, and the defense industry. For over fifty years, silicon technology and CMOS scaling have been the central focus and primary driver of innovation in the semiconductor industry. Traditional CMOS scaling has approached some fundamental limits, and as a result, the pace of scientific research and discovery for novel semiconductor technologies is increasing with a focus on novel materials, devices, designs, architectures, and computer paradigms. In particular, new computing paradigms and systems—such as quantum computing, artificial intelligence, and Internet of Things—have the potential to unlock unprecedented power and application space. Advances in Semiconductor Technologies provides a comprehensive overview of selected semiconductor technologies and the most up-to-date research topics, looking in particular at mainstream developments in current industry research and development, from emerging materials and devices, to new computing paradigms and applications. This full-coverage volume gives the reader valuable insights into state-of-the-art advances currently being fabricated, a wide range of novel applications currently under investigation, and a glance into the future with emerging technologies in development. Advances in Semiconductor Technologies readers will also find: A comprehensive approach that ensures a thorough understanding of state-of-the-art technologies currently being fabricated Treatments on all aspects of semiconductor technologies, including materials, devices, manufacturing, modeling, design, architecture, and applications Articles written by an impressive team of international academics and industry insiders that provide unique insights into a wide range of topics Advances in Semiconductor Technologies is a useful, time-saving reference for electrical engineers working in industry and research, who are looking to stay abreast of rapidly advancing developments in semiconductor electronics, as well as academics in the field and government policy advisors.
Microfluidics and Multi Organs on Chip
Author: P. V. Mohanan
Publisher: Springer Nature
ISBN: 981191379X
Category : Medical
Languages : en
Pages : 712
Book Description
This book highlights the application of microfluidics in cell biology research, chemical biology, and drug discovery. It covers the recent breakthroughs and prospects of organ-on-a-chip, human-on-a-chip, multi-organ-on-a-chip for personalized medicine. The book presents the preclinical studies of organs-on-a-chip, concepts of multiple vascularized organ-on-chips, application of organ-on-a-chip in blood-brain barrier model, culture and co-culture of cells on multi-organ-on-chip and parameter measurements in microfluidic devices. It underscores the advantage of microfluidic devices for developing efficient drug carrier particles, cell-free protein synthesis systems, and rapid techniques for direct drug screening. Further, it entails human-on-a-chip for measuring the systemic response as well as immediate effects of an organ reaction on other organs. In summary, this book reviews the development of a microfluidic-based organ-on-a-chip device for the preclinical evaluation, ADME studies of drugs, chemicals, and medical devices. This book is a valuable source for pharma companies, product developers, students, researchers, academicians, and practitioners.
Publisher: Springer Nature
ISBN: 981191379X
Category : Medical
Languages : en
Pages : 712
Book Description
This book highlights the application of microfluidics in cell biology research, chemical biology, and drug discovery. It covers the recent breakthroughs and prospects of organ-on-a-chip, human-on-a-chip, multi-organ-on-a-chip for personalized medicine. The book presents the preclinical studies of organs-on-a-chip, concepts of multiple vascularized organ-on-chips, application of organ-on-a-chip in blood-brain barrier model, culture and co-culture of cells on multi-organ-on-chip and parameter measurements in microfluidic devices. It underscores the advantage of microfluidic devices for developing efficient drug carrier particles, cell-free protein synthesis systems, and rapid techniques for direct drug screening. Further, it entails human-on-a-chip for measuring the systemic response as well as immediate effects of an organ reaction on other organs. In summary, this book reviews the development of a microfluidic-based organ-on-a-chip device for the preclinical evaluation, ADME studies of drugs, chemicals, and medical devices. This book is a valuable source for pharma companies, product developers, students, researchers, academicians, and practitioners.
Bio-Inspired Information Pathways
Author: Martin Ziegler
Publisher: Springer Nature
ISBN: 3031367057
Category :
Languages : en
Pages : 439
Book Description
Publisher: Springer Nature
ISBN: 3031367057
Category :
Languages : en
Pages : 439
Book Description
Biotechnology in Healthcare, Volume 2
Author: Debmalya Barh
Publisher: Academic Press
ISBN: 0323903649
Category : Medical
Languages : en
Pages : 390
Book Description
Biotechnology in Healthcare presents up-to-date knowledge on the emerging field of biotechnology as applied to the healthcare industry. Biotechnology has revolutionized healthcare in the last two decades by developing and introducing novel diagnostics, therapeutics, and preventive measures; whether it is noncommunicable or communicable disease, primary or secondary care, or public health, it has shown its immense potential to provide a solution to the healthcare providers, physicians, and allied health care professionals.The second volume, Applications and Initiatives, contains 19 chapters focused on the applications of biotechnology related to public healthcare, hospital management, oncology, neurodegenerative and infectious diseases, regenerative medicine, IVF, clinical trials, precision food, FMGCs, PPCPs, pharmaceuticals, and smart technologies to monitor pandemic. Further, this volume also presents government initiatives and entrepreneurship challenges in healthcare biotechnology sector.This is a valuable resource for students, biotechnologists, bioinformaticians, clinicians, and members of biomedical and healthcare fields who need to understand more about the promising developments of the emerging field of biotechnology in healthcare. - Describes various applications of novel biotechnology approaches in healthcare - Presents applications of biotechnology in primary and secondary healthcare and in public health - Discusses government initiatives, challenges and opportunities, and entrepreneurship development in the area of healthcare biotechnology
Publisher: Academic Press
ISBN: 0323903649
Category : Medical
Languages : en
Pages : 390
Book Description
Biotechnology in Healthcare presents up-to-date knowledge on the emerging field of biotechnology as applied to the healthcare industry. Biotechnology has revolutionized healthcare in the last two decades by developing and introducing novel diagnostics, therapeutics, and preventive measures; whether it is noncommunicable or communicable disease, primary or secondary care, or public health, it has shown its immense potential to provide a solution to the healthcare providers, physicians, and allied health care professionals.The second volume, Applications and Initiatives, contains 19 chapters focused on the applications of biotechnology related to public healthcare, hospital management, oncology, neurodegenerative and infectious diseases, regenerative medicine, IVF, clinical trials, precision food, FMGCs, PPCPs, pharmaceuticals, and smart technologies to monitor pandemic. Further, this volume also presents government initiatives and entrepreneurship challenges in healthcare biotechnology sector.This is a valuable resource for students, biotechnologists, bioinformaticians, clinicians, and members of biomedical and healthcare fields who need to understand more about the promising developments of the emerging field of biotechnology in healthcare. - Describes various applications of novel biotechnology approaches in healthcare - Presents applications of biotechnology in primary and secondary healthcare and in public health - Discusses government initiatives, challenges and opportunities, and entrepreneurship development in the area of healthcare biotechnology