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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 Although treatment options are constantly improving, cardiovascular diseases are still one of the most frequent causes of death in Europe.

Computer Science - Research Management - 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.

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.

Computer Science - Physics - 12.10.2020
When human and machine agree
When human and machine agree
A human research team and a machine learning algorithm have found that we need to rethink much of what we know about iridium oxide.

Computer Science - Transport - 23.07.2020
Software of autonomous driving systems: TU Graz develops methods for the generation of simulation scenarios
Software of autonomous driving systems: TU Graz develops methods for the generation of simulation scenarios
Researchers at TU Graz and AVL focus on software systems of autonomous driving systems. They developed a method for generating safety-critical simulation scenarios and an adaptive control procedure for compensating for internal errors. Additional images for download can be found at the end of the message The future has already arrived.

Life Sciences - Computer Science - 23.06.2020
New approach for a biological programming language
New approach for a biological programming language
New findings by researchers led by TU Graz computer scientists Wolfgang Maass and Robert Legenstein on neural information processing in the brain could enable more efficient AI methods. Additional images for download can be found at the end of the message Specifically, the researchers have succeeded in mathematically modelling the emergence and interaction between so-called "assemblies".

Chemistry - Computer Science - 28.04.2020
Surveying the lipid landscape
Surveying the lipid landscape
Software LipidCreator enables researchers to characterise 60 lipid classes in cells with mass spectrometry Researchers increasingly aim at utilising the manifold functions of lipids in our bodies, e.g. as blood fats or in blood coagulation, to better understand and predict diseases. An international team around Robert Ahrends at the Faculty of Chemistry of the University of Vienna now presented a groundbreaking tool for efficient lipid analysis in the journal "Nature Communications".

Computer Science - 10.03.2020
New security vulnerability in Intel processors: Load Value Injection
New security vulnerability in Intel processors: Load Value Injection
Security researchers at Graz University of Technology together with an international team have once again uncovered a serious security hole in computer processors. With the new security hole published under the name "Load Value Injection", there is another method to read out sensitive data. Spectre, Meltdown , Foreshadow, ZombieLoad und Plundervolt.

Computer Science - 05.03.2020
Neural Hardware for Image Recognition in Nanoseconds
Neural Hardware for Image Recognition in Nanoseconds
An ultra-fast image sensor with a built-in neural network has been developed at TU Wien (Vienna). It can be trained to recognize certain objects. It has now been presented in "Nature". Automatic image recognition is widely used today: There are computer programs that can reliably diagnose skin cancer, navigate self-driving cars, or control robots.

Physics - Computer Science - 13.01.2020
Quantum encryption realized under the sea
Quantum encryption realized under the sea
An international team of researchers from the Austrian Academy of Sciences and the University of Vienna established a quantum encrypted connection between Sicily and Malta via a submarine cable. The record distance of 192 kilometres was a further step in the development of a secure quantum internet.

Astronomy / Space Science - Computer Science - 07.01.2020
The giant in our stars
The giant in our stars
Interconnected stellar nurseries form the largest gaseous structure ever observed in the Milky Way galaxy. Astronomers of the University of Vienna and Harvard University have discovered a monolithic, wave-shaped gaseous structure - the largest ever seen in our galaxy - made up of interconnected stellar nurseries.

Computer Science - 02.12.2019
New Streaming Technology Will Change Computer Gaming
New Streaming Technology Will Change Computer Gaming
Dieter Schmalstieg, a researcher at Graz University of Technology, is working on a method combining the advantages of cloud computing and virtual reality. This method will allow computer games to be displayed on inexpensive VR headsets in unsurpassed quality. Streaming services, such as Netflix or Amazon Prime, are widely used.

Physics - Computer Science - 29.08.2019
Entanglement sent over 50 km of optical fiber
Entanglement sent over 50 km of optical fiber
For the first time, a team led by Innsbruck physicist Ben Lanyon has sent a light particle entangled with matter over 50 km of optical fiber. This paves the way for the practical use of quantum networks and sets a milestone for a future quantum internet. The quantum internet promises absolutely tap-proof communication and powerful distributed sensor networks for new science and technology.

Physics - Computer Science - 10.07.2019
Puzzling on a quantum chessboard
Puzzling on a quantum chessboard
Physicists at the University of Innsbruck are proposing a new model that could demonstrate the supremacy of quantum computers over classical supercomputers in solving optimization problems. In a recent paper, they demonstrate that just a few quantum particles would be sufficient to solve the mathematically difficult N-queens problem in chess even for large chess boards.

Physics - Computer Science - 15.05.2019
Quantum Cloud Computing with Self-Check
Quantum Cloud Computing with Self-Check
With a quantum coprocessor in the cloud, physicists from Innsbruck, Austria, open the door to the simulation of previously unsolvable problems in chemistry, materials research or high-energy physics. The research groups led by Rainer Blatt and Peter Zoller report how they simulated particle physics phenomena on 20 quantum bits and how the quantum simulator self-verified the result for the first time.

Computer Science - 14.05.2019
Following on from Meltdown and Spectre: TU Graz researchers discover new security flaws
Following on from Meltdown and Spectre: TU Graz researchers discover new security flaws
ZombieLoad and Store-to-Leak Forwarding impact on the security of Intel computer processors. The patches developed last year are ineffective, so new updates and security solutions will be necessary. ZombieLoad and store-to-leak forwarding are the names of the new exploits which have just been announced by TU Graz security researchers Daniel Gruss , Moritz Lipp, Michael Schwarz and an international team.

Physics - Computer Science - 01.03.2019
For the future of quantum technology
For the future of quantum technology
BeyondC research project with partners from Austria and Germany starts in March The recently granted collaboration project "Quantum Information Systems Beyond Classical Capabilities (BeyondC)" coordinated by the University of Vienna will exploit the unique features of quantum science to go beyond the capabilities of classical technology.
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