semiconductors

SEMI spoke with Dr. Franz Laermer, Research Fellow (Senior Chief Expert) at Robert Bosch GmbH Stuttgart, Corporate Sector Research and Advance Engineering, about the latest trends in medical diagnostics and personalized treatments. An open platform for the automation of complex molecular diagnostics workflows recently developed by Robert Bosch has proven its ability to take molecular diagnostics to the point of need.To make this happen, miniaturization, microsystems and microfluidics technologies, as well as microelectronics, are crucial. This is critical for the detection of SARS-CoV-2 infections within a rather short development time.Laermer shared his views ahead of his presentation at the SEMI MedTech Forum, 19 February, as part of the SEMI Technology Unites Global Summit, 15-19 February 2021, online event. Join us to meet experts from Robert Bosch and other key industry influencers. Registration is open. SEMI: What is driving innovation in diagnostics and what role does the semiconductor industry play?Laermer: One of the major drivers in diagnostics is the molecular breakdown and detailed analysis of nucleic acids on the level of the individual nucleotide. This reveals the root causes of diseases like cancer, genetic aberrations, infections and therapy resistances. Today’s solutions are mostly PCR-based (that rely on the polymerase chain reaction) or depend on sequencing. The keys to bring these technologies closer to the point of need are automation, miniaturization, low-cost, ease of use, flexibility, reliability, and fast time from sample-to-result. Semiconductor and microsystems technologies are enablers to meet these requirements, thanks to their ever-increasing performance, with Moore’s law pushing the semiconductor side of the story.SEMI: Can you tell us more about the the Bosch VIVALYTIC system? Laermer: VIVALYTIC is a universal and highly flexible diagnostic platform for the integration and automation of a wide variety of molecular diagnostics assays. It consists of the universal laboratory analyzer tool, which operates the application-specific cartridges. All reagents and specific bio contents are contained in the application-specific cartridges in a long-term stable manner at room temperature. The user only has to introduce the patient sample into the cartridge, push the cartridge into the analyzer and start the automatic workflow, which yields a diagnostic result within typically less than one hour. The VIVALYTIC products are manufactured by Bosch Healthcare Solutions GmbH (BHCS) in cooperation with strategic diagnostic partners and bio content owners.SEMI: How is the pandemic impacting automated diagnostics in the medical industry? What is new now?Laermer: The pandemic has clearly shown the importance of fast automated diagnostics at the point of need. Breaking infection chains as early as possible requires fast reliable PCR testing anywhere and anytime. We managed to reduce the time needed for SARS-CoV-2 rapid testing to less than 30 minutes for positive probes, an achievement that is embraced by our customers. Until a sufficiently high level of immunization is reached by vaccination, rapid testing is the only way to limit the number of infections, hospitalizations, and lethal outcomes of the COVID-19 pandemic.SEMI: Besides infectious disease diagnostics, what solutions will enable a paradigm shift in medical treatments?Laermer: Today more and more targeted drugs and therapies are developed in oncology to address certain mutations that are considered drivers of the cancer. This moves away from the one drug fits all approach to precision oncology. As a prerequisite of this personalized therapy, the mutation status of a tumor must be clarified – and monitored precisely and repetitively during therapy. The latter requires molecular diagnostics at the point of need, i.e. at the onco-ambulance. One keyword in this context is liquid biopsy. Another example of personalized therapy is the detection of bacteria type and antibiotics resistances in bacterial infections, and the selection of optimized antibiotics therapy.SEMI: What solutions can Robert Bosch bring to address the needs just mentioned? Laermer: Robert Bosch GmbH is a leader in microsystems, microsensors and semiconductor technologies. Our new 12-inch semiconductor plant in Dresden will strengthen our position in these fields. This encompasses artificial intelligence and the Internet of Things as well. As a technology provider, we generate superior solutions for automation and management of complex workflows, and thus deliver win-win-solutions together with our diagnostic partners.SEMI: How can technology unite us? Laermer: Technology, especially semiconductor and microsystems technology, is a game changer in the medical area. Whenever different disciplines meet each other and cooperate, as are the medical, diagnostics and semiconductor areas, innovation is accelerated strongly. New things happen at the interfaces between different areas of competencies.Franz Laermer, Research Fellow (Senior Chief Expert), Robert Bosch GmbH Stuttgart, Corporate Sector Research Advance Engineering. Dr. Franz Laermer joined the Corporate Research and Technology Center of Robert Bosch GmbH, Stuttgart, Germany, in 1990, where he started the development of new key technologies and sensor functions for the upcoming field of MEMS at Bosch. Today he is a Bosch Research Fellow/Senior Chief Expert for Microsystems, Microfluidics and Molecular Diagnostics. Laermer's work laid the foundation for the VIVALYTIC Diagnostics Platform of the newly founded Bosch Healthcare Solutions (BHCS) Business Division and the SARS-CoV-2 rapid tests from Bosch. Dr. Franz Laermer is the co-inventor of the Bosch Deep Reactive Ion Etching Process (BOSCH-DRIE) for microstructuring silicon. He holds more than 200 patents and was awarded with European Inventor of the Year 2007 – Category Industry prize by the European Commission and the European Patent Office (together with co-inventor Andrea Urban) for the invention, development and sustainable success of the BOSCH-DRIE process. He received the 2014 IEEE Jun-ichi Nishizawa Medal Award from the Institute of Electrical and Electronics Engineers (IEEE), USA. In 2019 he was awarded with the 2019 Technology Prize from the Eduard-Rhein-Foundation in Germany.Serena Brischetto is senior manager of Marketing and Communications at SEMI Europe.

Electric mobility, renewable energy and other technology innovations like IoT, 5G, smart manufacturing and robotics all require reliability, efficiency, and compact power systems, fueling the adoption of Silicon Carbide (SiC) and Gallium Nitride (GaN) to support lower voltages in significantly smaller devices. But chip designers must overcome the technological and economical challenges of integrating the two semiconductor materials into power systems.SEMI spoke with Elisabeth Brandl, Business Development Manager at EV Group about trends and new developments within the power electronics industry and the devices' application in smart mobility. Brandl shared her views ahead of her presentation at the SEMI SMART Mobility Forum, 18 February, as part of the SEMI Technology Unites Global Summit, 15-19 February 2021, online event. Join us to meet experts from EV Group and other key industry influencers. Registration is open. SEMI: What is driving new developments in power electronics?Brandl: Globally there are significant changes in infrastructure requirements for communication, automotive and power conversion. We need to look no further than the rising adoption of 5G, electric and hybrid vehicles, and renewable energy as examples of drivers of these changes. The device level, particularly in the field of power electronics, figures prominently in these shifts.The power electronics industry faces a growing number of scenarios where conventional silicon power devices are no longer suitable and are easily outperformed by new architectures mainly based on wide bandgap semiconductor materials like Silicon Carbide (SiC) and Gallium Nitride (GaN).SEMI: What industry challenges is power electronics innovation aiming to solve? Brandl: Power conversion efficiency is very important and needs further improvement as the related losses significantly contribute to the overall power consumption. For green power and a better environmental footprint, renewable energy is crucial, but so is overall power-consumption efficiency, yet the role of power devices is often underestimated. High-frequency and high-power applications, such as data center applications and inverters for renewable energy, where silicon power electronics are reaching their limits, are also important areas in power electronics.SEMI: How will the transition from silicon to compound semiconductor materials help?Brandl: The superior material properties of several compound semiconductors can tackle the need for lower losses in power conversion or better high-frequency behavior. Today, we mainly talk about GaN and SiC power devices as they are materials well-suited to address these needs. However, other materials like diamond and gallium oxide are in development for these applications. Material properties of SiC that enable thinner materials with lower power losses and better thermal behavior address power conversion efficiency as well as form factor challenges. GaN, especially in a high electron mobility transistor (HEMT), can be used for high-frequency applications.SEMI: What enables a better and more cost-effective manufacturability of SiC and GaN power devices?Brandl: For the end customer, a typical figure of merit regarding the cost effectiveness is $ per Ampere or Watt. While this seems simple, the reality is of course more complex. It is important to understand the main cost contributors within the manufacturing area. For SiC, this is clearly the substrate cost. In my presentation, I will show a way to reduce this cost via wafer bonding. For GaN, epitaxy – a method for growing or depositing mono crystalline films on a substrate – is the critical parameter. And of course, yield has a very big impact on cost effectiveness too, which means that good process control including metrology is very important.SEMI: Many semiconductor companies are already transitioning to silicon carbide and gallium nitride. Can you give us an example of a success story?Brandl: All the big power device manufacturers have either acquired or developed their SiC and/or GaN power device technology, so they also see a bright future for these wide bandgap semiconductors in the power device market. The most prominent success story is STMicroelectronics with its SiC MOSFET power devices, which have been implemented by Tesla in its Model 3 vehicles since 2018.SEMI: What is coming next?Brandl: New materials for power devices are being explored, such as diamond and gallium oxide. For SiC, the trend is moving toward 8-inch substrates, which is the focus of the funded EU project REACTION under the coordination of STMicroelectronics. Cost reduction and substrate availability also play a big role. All major power device manufacturers have contracts to secure the supply chain for SiC substrates because material availability is the main uncertainty at this time. Finally, collaborations along the supply chain are crucial and generally beneficial for all parties, as development requirements are better communicated and prioritized.Elisabeth Brandl is Business Development Manager at EV Group. She received her master in technical physics from the Johannes Kepler University Linz, Austria in Semiconductor and Solid State Physics. Since 2014, she has been responsible for Product Marketing Management for temporary bonding and compound semiconductors at EVG. The SMART Mobility Forum is the digital platform of SEMI Europe’s Global Automotive Advisory Council (GAAC) for industry stakeholders along the automotive and electronics value chains, from Design, Semiconductor Equipment and Materials Suppliers to Automotive OEMs.Smart Mobility is one of four SEMI initiatives focused on building communities, content, and activities around critical and emerging electronics markets. Read more about our Regional Chapters.Serena Brischetto is senior manager of Marketing and Communications at SEMI Europe.

Back in March 2020, at the onset of the spread of COVID-19 in the U.S., SEMI quickly formed an Environment, Health and Safety (EHS) COVID-19 working group made up of EHS professionals who suddenly saw a critical need to share their experiences, validate untested policies, and collaborate on establishing best practices in response to an extraordinary public health crisis. The group, which today numbers 20 member companies, meets regularly to discuss an array of topics that have grown beyond their pressing need to react to a crisis earlier to a longer, more measured view of risk management as coronavirus cases continue to climb worldwide. While themes vary from one meeting to another, the recurring agenda remains the same to address the following topics: Phase approach – How to bring staff back on site Social distancing – How to manage people traffic flow on site Contact tracing – Track exposure to ensure workplace safety Space allocation – Changes to offices, cubicles and conference rooms HVAC systems – Optimizing workplace air flow and improving filtration systems Clean rooms – PPE and distancing protocols Training – Communications approaches to expanding awareness in order to reduce risk of spreading the virus Travel policies – Domestic and international travel guidelines Vaccines – Policies for vaccinating and monitoring personnel Site inspections – Preparing for an eventual increase in inspections from OSHA representatives In April, the SEMI EHS team issued a survey to assess the pandemic preparedness of member companies. Designed by the COVID-19 working group, the survey found that, despite having a pandemic plan in place, many member companies faced a shortage of PPE and sanitization equipment, their most significant challenge at the time. Members also pointed to operational challenges posed by the pandemic and raised questions about how to establish sound policies appropriate for their operations and geographic locations. Today, the SEMI EHS COVID-19 working group is well-established collaborative forum on public guidelines that members see as unclear as they continue to chart their own pandemic policies. With the first tranche of vaccines recently starting to ship in the U.S., the group has turned its attention to vaccine distribution and how companies will encourage employees to be vaccinated. For more information about the SEMI EHS COVID-19 working group or to join the group, please contact the SEMI EHS team at [email protected]. Olivier Corvez is senior manager of Environment, Health, Safety and Sustainability at SEMI.

SEMI spoke with Tom Doyle, founder and CEO of Aspinity, about the challenges of packing more localized intelligence into portable Internet of Things (IoT) devices without draining their batteries. Doyle shared his views on Aspinity’s system-level approach – solve the power problems by performing machine learning in analog – ahead of his presentation at the SEMI MEMS Imaging Sensors Technology Showcase, 18 February, as part of the SEMI Technology Unites Global Summit, 15-19 February 2021, online event. Join us to meet experts from Aspinity and other key industry influencers. Registration is open. SEMI: Why is power efficiency so important for IoT devices? Doyle: Hundreds of millions of IoT devices are improving our lives at home and at work. Always on and always sensing the environment for data, these smart devices have traditionally been wall-powered and have relied on the cloud for their data processing needs, but clogged networks, as well as privacy and performance issues, have necessitated the migration to edge processing.Spanning consumer, medical and industrial, these IoT devices are becoming smaller and more portable. And a portion of them is operating remotely in hard-to-access locations. So now we are packing more functionality into the device and we are moving to battery power and the batteries need to last a long time. That is a big challenge before us, and to answer it, we need to find the most power-efficient ways to integrate always-on sensing capability into IoT devices because we cannot afford to have short battery life limit market adoption.SEMI: Why is it so challenging to deliver low-power, always-on solutions and how can sensors suppliers achieve improvements in system power? Doyle: In today’s always-on IoT devices, all sensor data – which are naturally analog – is immediately digitized at high resolution, and then it’s analyzed to determine whether a wake word has been spoken, a specific motion has been made, or some other anomaly has occurred. But since most of the data collected will not contain the information for which the device is waiting, this digitize-first approach wastes significant battery life by continuously running irrelevant data through the ADC and the digital processor.Sensors suppliers have some options to consider for reducing power. If they are satisfied achieving incremental improvements in battery life, both sensors and digital processor suppliers can continue to drive down the power of each individual component in the system. But to achieve revolutionary power savings, we must look at a more holistic system solution.The fundamental problem is that moving data through a system costs power. That is why the most efficient way to save power is to reduce the amount of data down to what’s actually important as early as possible, right at the start of the signal chain, where the physical world becomes data. If we can minimize the amount of data that require downstream processing, then we can maximize battery life.SEMI: Aspinity aims to solve the battery-life problem in IoT devices by introducing a new system architecture. Could you explain how your approach differs from digitize-first?Doyle: Aspinity’s solution, called the Reconfigurable Analog Modular Processor (RAMP), is an analog processing technology that combines analog machine learning (analogML™) and analog compression to enable accurate, ultra-low-power analog event detection and system wake-up. RAMP technology enables a new system architecture, which we call analyze-first, that allows an always-on system to spend just a little bit of analog power up front at the sensor to determine whether sensed data are relevant to the task at hand before waking the digital system for further processing. The analyze-first architecture can extend battery life by months or years over digitize-first architectures because it keeps the higher-power digital components asleep unless important data require digitization and analysis, which in some applications – such as voice-first or acoustic event detection – may occur very rarely. Aspinity RAMP voice activity detection with preroll from Aspinity on Vimeo. SEMI: Can you give us an example?Doyle: Here is a practical example of how this works: For most voice-enabled systems, such as smart speakers, voice-activated TV remotes and hearables, voice is only present 10%-20% of the time – but the digitize-first architecture on which these devices are traditionally based is digitizing 100% of the sound data captured by the microphone, even when most of that data are irrelevant and could not possibly contain a wake word.In contrast, the RAMP-based analyze-first architecture is highly efficient since it uses feature extraction and a neural network to analyze the sound at the microphone, right where it enters the device, to determine if the sound contains voice before waking the digital wake word engine. Additionally, the accuracy of most wake word engines relies not just on waking up and analyzing the wake word, but also on analyzing the 500ms of sound prior to the wake word (preroll). To support wake word engine performance, the RAMP also continuously compresses 500ms of preroll that can be stored in just 2k of memory and delivered to the wake word engine along with the voice data. So, this new analyze-first approach using RAMP technology can extend battery life by 10 times over older digitize-first designs, without sacrificing performance and accuracy.SEMI: What solutions can Aspinity bring to address the current market needs? Doyle: Aspinity offers the only analogML chip for always-on IoT devices that run on battery: the RAMP chip.The RAMP is trainable and programmable to detect many different types of sensor events directly from the raw analog sensor data. One application that benefits from a RAMP chip are devices that are always-listening for voice, for glass break or alarms, or for some other type of sound. Other examples include vibration sensors that monitor industrial equipment for predictive and preventative maintenance, and heartrate sensors that are used to detect anomalies in wearables and other biomedical applications.Aspinity just recently introduced our voice-first evaluation kit – which we will be demonstrating during the Technology Showcase at Technology Unites – to enable our customers to get first-hand experience with our RAMP-based analog voice wake-up solution. With this complete hardware and software kit, customers can experience all of the benefits of analogML and analog data compression – 10x power savings without a reduction in wake word detection accuracy –for their next generation of voice-enabled devices.SEMI: How can technology unite us? What do you expect from your participation at SEMI Technology Unites Global Summit?Doyle: I think this past year has shown us that when time gets tough – and for many of us, the COVID-19 pandemic has been one of the most difficult challenges we have faced – that innovation is critical to solving major problems. The microelectronics industry has played an important role in providing critical components for COVID-19 testing, ventilators, air-purification systems, and other equipment used in healthcare settings. COVID-19 has also accelerated the move to voice as a preferred interface to many devices in an effort to stem the spread of germs on surfaces.The biotech industry is gearing up to provide the vaccines that we hope will restore more normalcy to our daily lives. We can thank the successful collaborations between R D innovators and established companies in many different markets for the new devices and drugs now going into production.With traditional in-person conferences still on hold until the pandemic eases up, attending industry conferences with exceptional speakers presenting interesting content is more important than ever. SEMI Technology Unites Global Summit provides that opportunity, and I’m genuinely looking forward to participating.Tom Doyle, Founder and CEO of Aspinity, brings over 30 years of experience in operational excellence and executive leadership in analog and mixed-signal semiconductor technology to Aspinity. Prior to Aspinity, Tom was group director of Cadence Design Systems’ analog and mixed-signal IC business unit, where he managed the deployment of the company’s technology to the world’s foremost semiconductor companies. Previously, Tom was founder and president of the analog/mixed-signal software firm, Paragon IC solutions, where he was responsible for all operational facets of the company including sales and marketing, global partners/distributors, and engineering teams in the US and Asia. Tom holds a B.S. in Electrical Engineering from West Virginia University and an MBA from California State University, Long Beach.Serena Brischetto is senior manager of Marketing and Communications at SEMI Europe.

If you think the world is flooded with a mind-boggling volume of digital content, then you might be just a amazed to learn about the sheer wealth of information and business opportunities that will be uncovered at this year’s SEMICON Japan as the event goes full digital.To start, more than 160 companies will exhibit their semiconductor manufacturing gear and services on the virtual show floor of Japan’s premier event for the semiconductor manufacturing and design supply chain. Add to that over 80 presentations and panels that feature global industry executives, visionaries and experts offering insights into the latest microelectronics developments, trends and technologies, and it’s easy to see how SEMICON Japan 2020 Virtual is designed to help attendees grow their businesses and the industry drive the next wave of innovations that promise to address some of the world’s greatest challenges across healthcare, the environment, transportation and other industries.Best of all, it will all be available at your convenience from your office or home 24 hours a day, making it safe and easy for you and others from all over the world to attend. Following is what’s in store at SEMICON Japan 2020 Virtual to help lead you into the future.Leading Japanese Securities Analysts to Weigh in What’s Ahead for the Chip Equipment Sector in 2021 For the first time, SEMICON Japan will feature Bulls Bears as Japan’s’ five top securities analysts focus on the 2021 outlook for the global semiconductor equipment sector. The December 17th event will include discussions on the COVID-19 pandemic’s impact on the semiconductor industry, the continuing geopolitical tensions that are forcing the industry to reconfigure its supply chains, the fast-growing China market and cutting-edge applications that are powering industry growth. The perspectives from Japan’s investment community are sure to be compelling as the region supplies one-third of the global semiconductor industry’s chip manufacturing equipment.Moderated by Akira Minamikawa of OMDIA, the panel will include these experts:Three Visionaries to Explore the Digital TransformationPowered by semiconductors, the fourth industrial revolution is driving digitalization globally, remaking societies to bring more efficiencies and conveniences to our work and home lives and help more people prosper. But the flip side of those tremendous benefits is the risk that wealth will be concentrated in the hands of people in positions of power, companies and nations. Democratizing economic development remains a serious challenge worldwide.Addressing this pressing issue, the Opening Panel on December 11 will feature prominent visionaries from political, academic and industrial communities including the following:Sony’s Leading-Edge Electric Car and Nissan’s Driver Assistance System to Highlight Automotive InnovationsCars are becoming more like smartphones on wheels, rapidly filling with more and more semiconductor chips every year with electrification and electronic driver-assisted systems to key drivers of this growth. At the SMART Mobility 1 session on December 14, two pioneering companies – Sony and Nissan Motor – will focus on both areas of semiconductor innovation.Sony’s Vision-S concept car, exhibited at CES 2020, astonished many in the electronics ecosystem and the automotive industry. What is Sony’s vision behind the vehicle? Izumi Kawanishi, Senior Vice President, AI Robotics Business at Sony will share the latest on the initiative.Nissan, maker of the pioneering LEAF electric vehicle, is the first Japanese carmaker to equip a car – its new Skyline – with the ProPILOT 2.0 driver assistance system for hands-off highway driving. Nissan Executive Vice President Asako Hoshino will provide an update on the company’s driver assistance system strategy and plans.Quantum Computing Meets Chip Manufacturing for the First Time at SEMICON Japan In contrast with current computer systems that use bits (binary 0 or 1 state) for computing, quantum computers leverage quantum superposition (0 and 1 states exist at once) to quickly solve highly complex problems that might take traditional supercomputers hundreds or even thousands of years to tease out. American physicist Richard Feynman promoted quantum computer as early as 1982, but it wasn’t until nearly two decades later and long after his death that quantum bit circuits emerged for use in superconductive materials.With quantum circuits and devices requiring state-of-art semiconductor processing technology, The Era of Quantum session on December 15 at SEMICON Japan 2020 Virtual will discuss necessary advances in chip manufacturing technology to enable the next generation quantum computing. The session will be the first time SEMICON Japan connects the semiconductor manufacturing and quantum computing communities.The program will feature the following experts:Strategies for Sustainable Semiconductor Industry GrowthSemiconductors are giving rise to a hyper-connected world that is fueling demand for staggering volumes of chips, pressuring the electronics industry to uncover new ways to increase manufacturing efficiency while reducing power consumption in a bid to help combat climate change. The Grand Finale Panel composed of executives from Japan’s semiconductor supply chain and a supervising ministry will gather for the Grand Finale Panel on December 18 to discuss ways the industry can achieve sustainable growth through innovation with a focus on energy savings and an new process technologies such as extreme ultraviolet lithography (EUV), which promises to enable electronics devices that are more power powerful, cheaper and more energy-efficient.Panelists include the following:Register TodayThe SEMICON Japan 2020 Virtual All-In Pass provides online access to all 80 presentations and panels, which will be available on-demand for replay until January 15, 2021. What’s more, all eight keynote programs will feature English subtitles. For complete information of the exposition, programs and registration, visit the SEMICON Japan website.I look forward to seeing you virtually at the event!Jim Hamajima is president of SEMI Japan.

The semiconductor industry must do far more to educate the electronics supply chain on the subtle differences among various fluoropolymers, 30 SEMI member companies learned in an October 13 webinar organized by SEMI to help maintain a unified voice on the critical importance of per- and polyfluoroalkyl substances (PFAS) in semiconductor manufacturing. At the same time, producers and customers of the substances used in chipmaking should work more closely together to steer clear of adopting policies that could limit the availability of safe fluoropolymers and the semiconductor industry’s ability to use them in the future.The insights were offered by representatives from the Performance Fluoropolymer Partnership – a group within the Washington, D.C.-based American Chemistry Council – on per- and poly-fluorinated substances including fluoropolymers. The Council is an industry trade association representing American chemical companies. Following are other key takeaways from the webinar. Fluorinated polymers and non-polymers are commonly found in components used in semiconductor manufacturing such as fittings, valves, tubes, O-rings, wafer carriers, filtration media, high purity air filters, greases and lubricants. The substances are ideal for use in corrosive chemicals, high temperatures and other harsh environments and are found in a variety of electro-technical components such as potentiometers, wiring, printed circuit boards and Lithium-ion batteries. Fluoropolymers are a diverse family of plastics also widespread in modern life, with applications ranging from food packaging and non-stick coatings on kitchen pans to rechargeable batteries for electric vehicles. The term PFAS (per- and poly-fluoroalkyl substances) covers more than 4,700 chemicals with diverse physical, chemical, environmental and biological properties and impacts. There are also significant differences among their chemical compositions. A careful appraisal of their risks and impacts should take into account any potentially hazardous properties, toxicity levels, their prevalence in the industry, and whether substitutes are readily available. Growing pressure from regulators worldwide threatens future access to fluorinated chemicals, increasing the importance of raising awareness on how to distinguish groups of chemicals and encouraging a measured approach towards eliminating only chemicals carrying the greatest risk. Fluoropolymer producers and opponents of the chemicals must look past their divergent interests to work together to voice common concerns to regulators. Various SEMI working groups respond to public consultations when opportunities to present the semiconductor industry’s position arise. Individual group members communicate both among each other regarding new regulatory developments and also with external constituents through SEMI about the importance of chemicals to chip manufacturing. As with other sectors, the semiconductor industry continuously seeks to “green” its manufacturing processes. SEMI believes the commitment of the supply chain to these efforts is crucial to protecting the industry’s interests and driving innovation.Olivier Corvez is senior manager of Environment, Health, Safety and Sustainability at SEMI.

While Artificial Intelligence (AI) emerged in the 1950s, only in recent years have AI applications proliferated with the explosion of data and continuing improvements in Moore’s law that have driven rising processing speeds. Voice assistants, image analysis software, search engines, and speech and facial recognition systems were among the first applications to use AI. Today, adoption has spread to sectors such as agriculture, cybersecurity, healthcare, software development, e-government and the intelligent enterprise to generate jobs and help spur economic growth. The Edge AI Opportunity and the Microelectronics IndustryAI can be embedded in hardware devices such as advanced robots, autonomous cars, drones or Internet of Things (IoT) applications. Today, according to the EU’s digital strategy, data centres and other centralized computing facilities account for the vast majority – 80% – of AI data processing and analysis, with smart connected objects such as automobiles, home appliances and manufacturing robots that bring the compute function closer to the user representing 20%. The latter, known as Edge AI applications, are powered by edge-based machine learning chipsets, not the AI chipsets designed to run cloud-based machine learning algorithms.The EU’s white paper on AI published in February 2020 anticipates that the way data are stored and processed for AI applications will change significantly over the coming five years as edge computing applications proliferate. Most AI applications need to connect with devices that collect data and manage data flows. When the applications connect with cloud infrastructures to train large volumes of data for a machine learning model, the interface devices often require hardware support. Edge AI can minimize data transport by processing data directly from local devices to accelerate data analysis and decision-making and make data transport or accelerator hardware unnecessary, critical in reducing power consumption and enhancing data security for applications such as autonomous driving. Over the past 40 years, the ICT sector has been continuously increasing greenhouse gas (GHG) emissions despite efforts to shift to renewable energy. Cloud-based AI applications require an ICT infrastructure for high-performance computing and high-speed connectivity. According to MIT Technology Review, data centres’ AI workloads could account for a tenth of the world’s electricity usage by 2025. a mass update of cloud-based AI applications may significantly increase energy consumption, unlike with Edge AI. This is why the strategy for developing Edge AI is well-aligned with the EU’s Green Deal objectives. Europe aspires to play a leadership role in Edge AI to strengthen the sector’s competitiveness and protect the European digital sovereignty. Europe’s strong industrial competencies in embedded systems and microcontrollers will help the region promote development of European domestic AI solutions for emerging high-value IoT applications in industrial processes such as Industry 4.0, Connected and Automated driving (CSA), smart cities, climate action, healthcare, and national defence and security. With this strong strategic position in technology, Europe is well-positioned to invest to become the leader in the Edge AI global market.Preparing the Workforce for the Microelectronics IndustryTo design and manufacture leading Edge AI chipsets, European education providers and industry will need to work closely together to train the current and future workforces. Within the framework of the METIS project, a four-year project co-funded by the European Commission through the Erasmus+ programme, SEMI and imec deployed experts in the field to survey and interview focus groups. The survey identified the following key focus areas for workforce development: 1. True Capability of AI and Data Science With AI’s heavy dependence on data, the workforce of the future must be trained in areas of data science including data integrity to ensure quality, unbiased sourcing, collection and accurate analysis necessary to interpret huge volumes of data. Europe also needs to train the next generation of AI chip designers in data security and privacy – key challenges to the widespread deployment of Edge AI chips. 2. Climate Change, Sustainable Development Goals (SDGs) and Social Inclusion TrainingSince the industry must be able to develop Edge AI solutions to enable the digital transformation while limiting GHG emissions, microelectronics engineers need to be schooled in climate change and understand how their work contributes to meeting the United Nation’s Sustainable Development Goals (SDGs). Workplace diversity and social inclusion are also important target areas for education since Edge AI applications should serve various groups of people with different needs.3. EthicsChip industry workers must also be educated in ethical issues of AI related to the technology’s potential societal impact in the near future[1]. With AI applications capable of monitoring Internet searches based on users’ personal preferences and biases to deliver tailored advertising, news and other information, developers must recognize how the technology can influence thinking and behaviour of individuals and groups. This awareness can help developers strike a balance between supporting commercial interests and societal good so the microelectronics industry can ensure ethical implementation of AI. 4. Cross-disciplinary Skills Required for AIAI development requires a comprehensive, cross-disciplinary skill-set to be able to integrate the work of specialists from diverse educational, cultural and professional backgrounds critical to developing non-biased AI solutions. For example, in addition to technical expertise, microelectronics AI developers must be able to communicate clearly and work in close-knit teams with non-technical experts from business, law, medicine and the social sciences.What’s Next?The microelectronics industry has a tremendous opportunity to develop new chip-based solutions for AI architectures, and apply AI techniques to improve operational efficiencies of design and manufacturing. To seize this opportunity, the industry must work closely with education providers to groom the next generation of skilled workers. This tight collaboration is critical to designing and delivering specialised courses to college and university students as well as engineers now working in the chip sector. The stakes are high. By preparing workers to develop Edge AI chipsets, the microelectronics industry can help the world confront some of the greatest challenges it faces today.For more information, see SEMI Responds to European Commission White Paper on Artificial Intelligence.METIS is a Sector Skills Alliance project co-funded by the European Commission’s Erasmus+ Program and coordinated by SEMI. The four year project, launched in November 2019, will develop a Microelectronics Skills Strategy. Based on the strategy, the METIS project will design 43 training modules for 1,100 hours learning in four key areas of the microelectronics sector.We thank Patrick Blouet (STMicroelectronics) and Jeroen Geusens (imec) for their valuable contributions to this article.[1] Ethics of Artificial Intelligence and Robotics, Stanford Encyclopedia of PhilosophyDr. Yanying Li is senior manager of Collaborative Projects at SEMI Europe.Dr. Pushkar P. Apte is the strategic technology advisor for the Smart Data AI Initiative at SEMI

The global economy has started down a gradual path to recovery from COVID-19 in recent months as the world continues to combat the virus. Yet one sector – semiconductors – has shown impressive growth powered by a transformation hastened by the pandemic across industries ranging from education and work-from-home to healthcare.Semiconductor sales increased 12% in September to mark a second consecutive month of double-digit growth, and year-to-date semiconductor receipts as of September jumped 5.5% compared to the same period in 2019, according to SIA/WSTS.While this upward trajectory is encouraging, it pales compared to 2020 semiconductor equipment billings growth, with results from SEMI showing worldwide global chip equipment billings in September soaring to a new high of $7.6 billion this year. During the first nine months of 2020, aggregate equipment billings logged a 23.6% rise compared to the same stretch in 2019, surpassing $51 billion. Better still, the total semiconductor equipment market in 2020 is on track to beat the previous high of $64.5 billion set in 2018.Investments in China, Taiwan and Korea are fueling the chipmaking equipment spending surge. With big domestic and international fab projects in the works, China this year is projected to become the world’s largest capital equipment market for the first time, surpassing Taiwan, which will follow at a close second. Korea will rank third in equipment investments. Taiwan and Korea growth will come on the strength of equipment spending for manufacturing leading-edge semiconductors.Equipment billings in North America and Europe declined year-over-year as the automotive and industrial sectors suffered the heaviest blows from COVID-19. Investment momentum in both regions is expected to pick up in 2021 after automotive production recovers to pre-pandemic levels while factory automation will boost industrial demand.For more information about monthly equipment billing trends by region and equipment segment, please see the SEMI Equipment Market Data Subscription.Clark Tseng is director of Industry Research and Statistics at SEMI.

Over the next five years the Taiwan government plans to invest NT$1.546 billion to build the workforce direly needed for future semiconductor industry research and development. The largesse is a tribute to efforts by SEMI president and CEO Ajit Manocha to enhance the competitiveness of the semiconductor industry by stressing the importance of talent development during his annual visits with the Taiwan president. He has been instrumental in bringing together Taiwan government agencies and local industry representatives – two players in developing the talent pool of the future – to discuss workforce initiatives.As the talent gaps threatens to choke the long-term growth potential of the chip industry, Manocha has emerged as a passionate champion of workforce development. In a letter to more than 2,000 semiconductor companies worldwide, he urged to executives act together to build the workforce vital to industry growth. In 2018, he met with Taiwan President Tsai Ing-wen to discuss ideas for attracting and retaining skilled workers to help ensure Taiwan remains a top investment destination for high-tech multinationals.In early 2019, SEMI Taiwan established its SEMI Taiwan Workforce Development Council to promote talent and career development. Already, the group’s work is resonating in the global semiconductor industry. In September last year, Manocha joined executives from industry heavyweights ASE, MediaTek and TSMC in a visit to President Tsai to urge the government to pursue industry sustainability through talent development. President Tsai responded by instructing her staff to review government resources available for talent development, help drive public-private dialogue and partnerships, and form talent development projects involving the government, industry, academia and research institutes.To carry out comprehensive workforce initiatives, SEMI Taiwan continues to work with the National Security Council and the Executive Yuan (the cabinet). We also launched the Semiconductor Industry Development Council in partnership with leading high-tech companies in Taiwan including ASE, TSMC, MediaTek, PSMC, VIS, MXIC, Nanya, Etron and UMC. Focused on developing semiconductor talent and technology, localizing equipment sourcing, and improving cybersecurity, the council has formed the following seven initiatives: Make existing government talent development programs more flexible to better meet the industry’s workforce needs. Recruit outstanding scholars and leading experts in scientific research, and solicit world-class scientific research teams. Extend age restrictions and other requirements for the Einstein Program (established by the Taiwan MOST, Ministry of Science and Technology) to attract outstanding foreign scholars to Taiwan. Establish a domestic semiconductor research ecosystem and provide sufficient research funding to cultivate R D talent. Strengthen female education in STEM (science, technology, engineering, mathematics) and encourage women to re-join the workforce to help meet the industry’s workforce needs. Continue to promote MOST University-Industry Collaboration Projects (Large Alliance) to connect the upstream academic and research sector with downstream industries. Encourage cooperation between science and technology universities and the chip industry to develop the talent necessary for smart manufacturing to thrive. SEMI’s advocacy efforts with the Taiwan government, the industry and academia are clearly paying off. The Executive Yuan recently announced three major talent development strategies – expanding the talent development capabilities of higher education institutions, promoting industrial-academic cooperation and encouraging businesses to strengthen recruiting efforts and increase funding for semiconductor talent development.The building momentum includes plans by the Taiwan Ministry of Education plans to establish semiconductor technology research centers at several national universities. By passing the sandbox law and loosening regulations organizational personnel, finance and education, the government is freeing up more funding to support semiconductor industry talent development. The ministry also plans to gradually expand the number of students enrolled in STEM curriculum and continues to promote talent training programs and recruiting strategies to help close the workforce gaps and reduce related industry risks. A highly skilled workforce is indispensable to the development of the semiconductor industry and among the most strategic resources in any region. It’s only through long-term partnerships between the government, industry and academia that impactful and sustainable workforce development goals and initiatives can be developed to help the chip industry realize its full potential to innovate and solve some of the world’s greatest challenges. The programs are key to the ability of Taiwan’s semiconductor industry to sharpen its competitive edge. More importantly, they are also the center of gravity in the region’s pursuit of its position as the global semiconductor hub. Jo-Ann Su is senior director and Winnie Chang is marketing and public relations specialist at SEMI Taiwan.

As the United States government has expanded semiconductor-related export controls, companies in the global electronics manufacturing and design supply chain have had to spend considerable time and effort navigating restrictions and managing significant new uncertainties emanating from recent policies. On November 9, SEMI submitted comments to the Department of Commerce’s Bureau of Industry and Security (BIS) urging the agency to proceed cautiously and adopt regulatory best practices and microelectronics industry recommendations to ensure that its identification of foundational technologies does not restrain U.S. innovation and exports without furthering essential U.S. national security interests. The comments specifically respond to the August 27 Advance Notice of Proposed Rulemaking (ANPRM), Identification and Review of Controls for Certain Foundational Technologies. The Export Control Reform Act (ECRA) of 2018 required BIS identify certain emerging and foundational technology that is “essential” to U.S. national security and requires such technology to be controlled to China and other nations subject to a U.S. arms embargo. Congress did not provide a specific definition for emerging or foundational technology, nor the term essential, further complicating the process to identify such technology.BIS has already implemented or proposed several emerging technology controls and the ANPRM starts the process to identify potential foundational technology controls. The SEMI comments focus on the fundamental question of how to define foundational technology, and are organized into three main sections: Requirements of ECRA Guidance from ECRA Regulatory best practices and industry recommendations Applying the statutory requirements and guidance, together with best practices and recommendations, to the identification of foundational technology indicates that most semiconductor-related technology, particularly semiconductor manufacturing equipment and materials, should be outside the bounds of the foundational technology initiative. In general, most technology related to semiconductor devices, manufacturing equipment, materials and design software is not essential to U.S. national security and, in cases where such technology does present material national security issues, it is generally subject to the U.S. list review process and multilateral controls. This technology is widely available outside the United States and due to substantial foreign availability, unilateral U.S. controls on such technology are likely to be ineffective in limiting its proliferation and harm U.S. development of or threaten U.S. leadership in this technology.While the SEMI comments focus on the effort to identify foundational technology, the recommendations and best practices apply in all export control contexts. Several of the statements pertain to policy in ECRA, including its imposition of controls to further specific essential U.S. national security interests only after full consideration of their impact on the economy.Other statements derive from factors ECRA requires BIS to consider, such as not seeking to control technology that’s already available outside the U.S. and not imposing controls that would harm U.S. technological development or leadership. An additional key factor is not imposing controls before multilateral controls are agreed to, nor when it is unlikely the relevant multilateral regimes will adopt similar controls, as is likely for technology that has been decontrolled by a regime.Finally, regulatory best practices suggest that technology-based controls should not be imposed when more targeted end-use or end-user controls can address national security concerns and duplicative controls in addition to recent, significant expansions of existing controls are unnecessary.SEMI is pleased to work with the U.S. Department of Commerce and other regulatory agencies, providing industry data, trends and perspectives to ensure export controls effectively serve national security interests without undue harm to technological development and leadership in this dynamic, globally competitive industry.Ways to Stay Connected and Learn MoreSEMI is committed to serving the global electronics manufacturing and design supply chain and present the collective voice of members to governments worldwide.The SEMI Global Update weekly newsletter provides updates on advocacy issues and technology trends and is available to all.Additionally, SEMI hosts live and virtual events that offer analysis and insights of geopolitical trends by industry experts, with the next opportunity to participate coming on December 3 with the SEMI CEO Webinar: Analyzing the Impact of the U.S. Election on the Microelectronics Industry.Joe Pasetti is Vice President of Global Public Policy and Advocacy at SEMI.