Neuromorphic computing is an approach to computing that is inspired by the structure and function of the human brain. A neuromorphic computer/chip is any device that uses physical artificial neurons to do computations. In recent times, the term neuromorphic has been used to describe analog, digital, mixed-mode analog/digital VLSI, and software systems that implement models of neural systems. The implementation of neuromorphic computing on the hardware level can be realized by oxide-based memristors, spintronic memories, threshold switches, transistors, among others. Training software-based neuromorphic systems of spiking neural networks can be achieved using error backpropagation, e.g., using Python based frameworks such as snnTorch, or using canonical learning rules from the biological learning literature, e.g., using BindsNet.
Soros Fund Management, LLC is a private American investment management firm. It is currently structured as a family office, but formerly as a hedge fund. The firm was founded in 1970 by George Soros and, in 2010, was reported to be one of the most profitable firms in the hedge fund industry, averaging a 20% annual rate of return over four decades. It is headquartered at 250 West 55th Street in New York. As of 2023, Soros Fund Management, LLC had $25 billion in AUM.
Microsoft Research (MSR) is the research subsidiary of Microsoft. It was created in 1991 by Richard Rashid, Bill Gates and Nathan Myhrvold with the intent to advance state-of-the-art computing and solve difficult world problems through technological innovation in collaboration with academic, government, and industry researchers. The Microsoft Research team has more than 1,000 computer scientists, physicists, engineers, and mathematicians, including Turing Award winners, Fields Medal winners, MacArthur Fellows, and Dijkstra Prize winners.
The Blue Brain Project is a Swiss brain research initiative that aims to create a digital reconstruction of the mouse brain. The project was founded in May 2005 by the Brain and Mind Institute of École Polytechnique Fédérale de Lausanne (EPFL) in Switzerland. Its mission is to use biologically-detailed digital reconstructions and simulations of the mammalian brain to identify the fundamental principles of brain structure and function.
The Framework Programmes for Research and Technological Development, also called Framework Programmes or abbreviated FP1 to FP9, are funding programmes created by the European Union/European Commission to support and foster research in the European Research Area (ERA). Starting in 2014, the funding programmes were named Horizon.
The Intelligence Advanced Research Projects Activity (IARPA) is an organization within the Office of the Director of National Intelligence responsible for leading research to overcome difficult challenges relevant to the United States Intelligence Community. IARPA characterizes its mission as follows: "To envision and lead high-risk, high-payoff research that delivers innovative technology for future overwhelming intelligence advantage."
Quantum technology is an emerging field of physics and engineering, encompassing technologies that rely on the properties of quantum mechanics, especially quantum entanglement, quantum superposition, and quantum tunneling. Quantum computing, sensors, cryptography, simulation, measurement, imaging, quantum energy generators and space navigation are all examples of emerging quantum technologies. The development of quantum technologies also heavily impacts established fields such as space exploration, the sustainable energy & cleantech sector, nanomanufacturing, semiconductors and laser technology.
The Human Brain Project (HBP) was a €1-billion EU scientific research project that ran for ten years from 2013 to 2023. Using high-performance exascale supercomputers it built infrastructure that allowed researchers to advance knowledge in the fields of neuroscience, computing and brain-related medicine. Its successor was the EBRAINS project.
GlobalFoundries Inc. (GF) is a multinational semiconductor contract manufacturing and design company incorporated in the Cayman Islands and headquartered in Malta, New York. Created by the divestiture of the manufacturing arm of AMD, the company was privately owned by Mubadala Investment Company, a sovereign wealth fund of the United Arab Emirates, until an initial public offering (IPO) in October 2021.
Sir Konstantin Sergeevich Novoselov is a Russian–British physicist. His work on graphene with Andre Geim earned them the Nobel Prize in Physics in 2010. Novoselov is a professor at the Centre for Advanced 2D Materials, National University of Singapore and is also the Langworthy Professor of the School of Physics and Astronomy at the University of Manchester.
The Living Earth simulator is a proposed massive computer simulation system intended to simulate the interactions of all aspects of life, human economic activity, climate, and other physical processes on the planet Earth as part of the FuturICT project, in response to the European FP7 "Future and Emerging Technologies Flagship" initiative.
The IEEE International Electron Devices Meeting (IEDM) is an annual micro- and nanoelectronics conference held each December that serves as a forum for reporting technological breakthroughs in the areas of semiconductor and related device technologies, design, manufacturing, physics, modeling and circuit-device interaction.
Fintech, a clipped compound of "financial technology", refers to firms using new technology to compete with traditional financial methods in the delivery of financial services. Artificial intelligence, blockchain, cloud computing, and big data are regarded as the "ABCD" of fintech. The use of smartphones for mobile banking, investing, borrowing services, and cryptocurrency are examples of technologies designed to make financial services more accessible to the general public. Fintech companies consist of both startups and established financial institutions and technology companies trying to replace or enhance the usage of financial services provided by existing financial companies.
Beyond CMOS refers to the possible future digital logic technologies beyond the scaling limits of CMOS technology. which limits device density and speeds due to heating effects.
The European Innovation Council (EIC) was introduced by the European Commission to support the commercialization of high-risk, high-impact technologies in the European Union. The fully-fledged EIC was launched March 2021 under Horizon Europe and is incorporated within the European Innovation Council and SMEs Executive Agency (EISMEA). Its goal is to aid researchers, start-ups and SMEs bring their innovations to market by providing funding, networking and partnership opportunities, and business acceleration services. In its latest form, the concept has been put forth by the EU Research Commissioner Carlos Moedas in mid-2015. The EIC has a budget of €10.1 billion to support innovations throughout the lifecycle from early stage research, to proof of concept, technology transfer, and the financing and scale up of start-ups and SMEs.
The Graphene Flagship is a European Union scientific research initiative. With a budget of €1 billion, it is one of the large scale initiatives organized by the Future and Emerging Technologies program, along with the Human Brain Project and the Quantum Technologies Flagship. Through a combined academic-industrial consortium, the research effort attempts to develop technologies which range from basic research to production and system integration, using the unique properties of graphene. There are some critics of this and similar initiatives, arguing that the funding of graphene-related research and innovation is disproportional to estimates of industrial potential. However, advocates for the Graphene Flagship note the merits of the initiative’s wide-ranging, applications-focused research, and the potential for graphene to catalyze innovation and economic growth across sectors and interest areas including biomedical research and health, transport, water safety, energy efficiency, battery and semiconductor development, wearable electronics, digital communications, sustainability and the environment, and space exploration.
Brexit and arrangements for science and technology refers to arrangements affecting scientific research, experimental development and innovation that are within the scope of the negotiations between the United Kingdom and the European Union on the terms of Britain's withdrawal from the European Union (EU).
The Venice Time Machine is a large international project launched by the École Polytechnique Fédérale de Lausanne (EPFL) and the Ca' Foscari University of Venice in 2012 that aims to build a collaborative multidimensional model of Venice by creating an open digital archive of the city's cultural heritage covering more than 1,000 years of evolution. The project aims to trace circulation of news, money, commercial goods, migration, artistic and architectural patterns amongst others to create a Big Data of the Past. Its fulfillment would represent the largest database ever created on Venetian documents. The project is an example of the new area of scholar activity that has emerged in the Digital Age: Digital Humanities.
Graphcore Limited is a British semiconductor company that develops accelerators for AI and machine learning. It has introduced a massively parallel Intelligence Processing Unit (IPU) that holds the complete machine learning model inside the processor.
Alois Christian Knoll is German computer scientist and professor at the TUM School of Computation, Information and Technology at the Technical University of Munich (TUM). He is head of the Chair of Robotics, Artificial Intelligence and Embedded Systems.
