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Physics - Computer Science - 28.10.2022
New kind of universal quantum computers
New kind of universal quantum computers
The computing power of quantum computers is currently still very low. Increasing it is currently still proving to be a major challenge. Physicists at the University of Innsbruck now present a new architecture for a universal quantum computer that overcomes such limitations and could be the basis for building the next generation of quantum computers in the near future.

Life Sciences - Computer Science - 25.10.2022
Simulated Brain Model Made to See for the First Time
Simulated Brain Model Made to See for the First Time
Researchers at TU Graz have for the first time reproduced the function of vision on a detailed model of the mouse brain. Until now, brain structures could be modelled, but it was not possible to perform specific functions.

Innovation - Computer Science - 14.09.2022
Pinpoint
Pinpoint
Researchers in Graz develop technology for precise assessment of the danger of virus variants One of the greatest difficulties in combating viral infectious diseases is the excellent adaptability of the viruses. In the case of SARS-CoV-2, we have seen how quickly new variants are constantly being formed that bring with them different properties.

Computer Science - 09.08.2022
New attacks on computer systems: TU Graz publishes details of Æpic Leak and SQUIP
International IT security research teams headed by Daniel Gruss of TU Graz have released information on two new forms of cyberattack that exploit hardware. Reliable, bug-free computer hardware provides the foundation for secure software. Now, vulnerabilities on the hardware side are increasingly attracting the attention of hackers and developers alike, not least following the discovery of the Meltdown and Spectre side-channel attacks by TU Graz researchers in 2018.

Life Sciences - Computer Science - 24.05.2022
TU Graz and Intel Demonstrate Significant Energy Savings Using Neuromorphic Hardware
TU Graz and Intel Demonstrate Significant Energy Savings Using Neuromorphic Hardware
Research published in Nature Machine Intelligence illustrates neuromorphic technology is up to sixteen times more energy-efficient for large deep learning networks than other AI systems. For the first time TU Graz's Institute of Theoretical Computer Science and Intel Labs demonstrated experimentally that a large neural network can process sequences such as sentences while consuming four to sixteen times less energy while running on neuromorphic hardware than non-neuromorphic hardware.

Physics - Computer Science - 24.03.2022
Artificial neurons go quantum with photonic circuits
Artificial neurons go quantum with photonic circuits
Quantum memristor as missing link between artificial intelligence and quantum computing In recent years, artificial intelligence has become ubiquitous, with applications such as speech interpretation, image recognition, medical diagnosis, and many more. At the same time, quantum technology has been proven capable of computational power well beyond the reach of even the world's largest supercomputer.

Computer Science - Environment - 23.02.2022
Robust Radar: New AI Sensor Technology for Autonomous Driving
Robust Radar: New AI Sensor Technology for Autonomous Driving
Researchers at TU Graz have modelled an AI system for automotive radar sensors that filters out interfering signals caused by other radar sensors and dramatically improves object detection. Now the system is to be made more robust to weather and environmental influences as well as new types of interference.

Health - Computer Science - 27.01.2022
Schools and the pandemic: Simulation model allows for safe operation
Schools and the pandemic: Simulation model allows for safe operation
Developed during the ongoing pandemic, but expandable to different needs: Austrian scientists develop simulation model for keeping schools open safely during a pandemic. A year ago, the whole world was engaged in discussing the issue of opening schools during a pandemic: is it irresponsible to send children to school, or can schools be reopened safely if enough prevention measures are in place? A research team at the Complexity Science Hub Vienna (CSH) wanted to add some evidence to the discussion.

Physics - Computer Science - 02.09.2021
Way to check that quantum computers return accurate answers
Way to check that quantum computers return accurate answers
Quantum computers become ever more powerful, but how can we be sure that the answers they return are accurate? A team of physicists from Vienna, Innsbruck, Oxford, and Singapore solves this problem by letting quantum computers check each other. Quantum computers are advancing at a rapid pace and are already starting to push the limits of the world's largest supercomputers.

Health - Computer Science - 17.06.2021
New insights into aortic dissection
New insights into aortic dissection
Aortic dissection is a life-threatening tear in the aortic wall. At present, little is known about the causes. Researchers at TU Graz have now developed algorithms and models designed to support early-stage diagnosis and treatment. at the end of the message. In most cases, aortic dissection is the result of a tear in the inner layer of the aortic wall, the intima.

Life Sciences - Computer Science - 10.05.2021
Reaching your life goals as a single-celled organism
Reaching your life goals as a single-celled organism
How do simple creatures manage to move to a specific place? Artificial intelligence and a physical model from TU Wien can now explain this. How is it possible to move in the desired direction without a brain or nervous system? Single-celled organisms apparently manage this feat without any problems: for example, they can swim towards food with the help of small flagellar tails.

Computer Science - Physics - 11.03.2021
Robots learn faster with quantum technology
Robots learn faster with quantum technology
Artificial intelligence is part of our modern life by enabling machines to learn useful processes such as speech recognition and digital personal assistants. A crucial question for practical applications is how fast such intelligent machines can learn. An experiment at the University of Vienna has answered this question, showing that quantum technology enables a speed-up in the learning process.

Computer Science - Life Sciences - 11.03.2021
New Approach Found for Energy-Efficient AI Applications
New Approach Found for Energy-Efficient AI Applications
Researchers at TU Graz demonstrate a new design method for particularly energy-saving artificial neural networks that get by with extremely few signals and - similar to Morse code - also assign meaning to the pauses between the signals. Most new achievements in artificial intelligence (AI) require very large neural networks.

Physics - Computer Science - 17.02.2021
Quantum computing: when ignorance is wanted
Quantum computing: when ignorance is wanted
Quantum technologies for computers open up new concepts of preserving the privacy of input and output data of a computation. Scientists from the University of Vienna, the Singapore University of Technology and Design and the Polytechnic University of Milan have shown that optical quantum systems are not only particularly suitable for some quantum computations, but can also effectively encrypt the associated input and output data.

Health - Computer Science - 22.01.2021
Cardiovascular diseases: New computer model improves therapy
Cardiovascular diseases: New computer model improves therapy
Using mathematical image processing, scientists at the BioTechMed-Graz research cooperation have found a way to create digital twins from human hearts. The method opens up completely new possibilities in clinical diagnostics. Additional Images for download at the end of the text [Update of the article on February 8, 2022] Although treatment options are constantly improving, cardiovascular diseases are still one of the most frequent causes of death in Europe.

Health - Computer Science - 22.01.2021
Cardiovascular diseases: New computer model improves therapy
Cardiovascular diseases: New computer model improves therapy
Using mathematical image processing, scientists at the BioTechMed-Graz research cooperation have found a way to create digital twins from human hearts. The method opens up completely new possibilities in clinical diagnostics. Additional Images for download at the end of the text [Update of the article on February 8, 2022] Although treatment options are constantly improving, cardiovascular diseases are still one of the most frequent causes of death in Europe.

Computer Science - Innovation - 17.11.2020
SGS and TU Graz open Lamarr Security Research
SGS and TU Graz open Lamarr Security Research
SGS and TU Graz announce the opening of Lamarr Security Research, a non-profit research center focusing on information security and establishing trust in digital systems and products. This new research environment is open for partner sponsors to work together, and to make the world a safer place. Cybersecurity is one of the biggest challenges for our information society and there is urgent need to fundamentally rethink the way systems are built, composed and analyzed.

Computer Science - 10.11.2020
PLATYPUS: New vulnerabilities discovered in Intel processors
PLATYPUS: New vulnerabilities discovered in Intel processors
An international team of security researchers from TU Graz, CISPA and University of Birmingham is presenting new side-channel attacks, which use fluctuations in software power consumption to access sensitive data on Intel CPUs. Power side-channel attacks are attacks that exploit fluctuations in power consumption to extract sensitive data such as cryptographic keys.

Computer Science - 28.10.2020
Intelligent maintenance: improved maintenance management for track
Intelligent maintenance: improved maintenance management for track
TU Graz algorithm-based method provides a basis for decisions on the correct amount of tamping measures on tracks, thus reducing their life-cycle costs by up to 20 per cent. Train journeys should be safe and comfortable, and track systems are crucial to this. So-called "tamping" (positioning, compacting and stabilizing) of the ballast in the track bed is one of the most important maintenance tasks in the railway industry.

Life Sciences - Computer Science - 14.10.2020
New Deep Learning Models: Fewer Neurons, More Intelligence
New Deep Learning Models: Fewer Neurons, More Intelligence
Artificial intelligence (AI) can become more efficient and reliable if it is made to mimic biological models. New approaches in AI research are hugely successful in experiments. Artificial intelligence has arrived in our everyday lives-from search engines to self-driving cars. This has to do with the enormous computing power that has become available in recent years.
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