Turning network traffic data into music

Turning network traffic data into music

Credit: CC0 Public Domain Cybersecurity analysts deal with an enormous amount of data, especially when monitoring network traffic. If one were to print the data in text form, a single day's worth of network traffic may be akin to a thick phonebook. In other words, detecting an abnormality is like...

Platform teaches nonexperts to use machine learning

Platform teaches nonexperts to use machine learning

Credit: CC0 Public Domain Machine-learning algorithms are used to find patterns in data that humans wouldn't otherwise notice, and are being deployed to help inform decisions big and small—from COVID-19 vaccination development to Netflix recommendations. New award-winning research from the Cornell Ann S. Bowers College of Computing and Information Science...

How will machine learning change science?

How will machine learning change science?

Credit: CC0 Public Domain Machine learning has burst onto the scene in the past two decades and will be a defining technology of the future. It is transforming large sectors of society, including healthcare, education, transport, and food and industrial production, as well as having an enormous impact on science...

3D optical memory devices using fluorescent materials would significantly cut global electricity consumption

3D optical memory devices using fluorescent materials would significantly cut global electricity consumption

Credit: Pixabay/CC0 Public Domain There's always room for another bright idea when it comes to safely storing the colossal amounts of electronic information we produce every day. Researchers at Te Herenga Waka—Victoria University of Wellington are investigating whether fluorescence can be used to store three-dimensional (3D) data.Initial findings show 3D...

Neural network trained to properly name organic molecules

Neural network trained to properly name organic molecules

Demonstration of SMILES tokenization (top) and IUPAC names tokenization (bottom). Credit: 10.1038/s41598-021-94082-y Skoltech researchers and their colleagues from Lomonosov Moscow State University and the Syntelly start-up have developed and trained a neural network to generate names for organic compounds in accordance with the IUPAC nomenclature system. Their research published in...

Mixing precision for model acceleration

Mixing precision for model acceleration

The international team of researchers drew upon the power of three of the world's most powerful supercomputers: HAWK in Germany, Shaheen-II in KAUST and Summit (the second most powerful computer in the world). Credit: KAUST A mixed-precision approach for modeling large geospatial datasets can achieve benchmark accuracy with a fraction...

New simulator helps robots sharpen their cutting skills

New simulator helps robots sharpen their cutting skills

USC PhD student Eric Heiden, working with NVIDIA researchers, has created a new simulator for robotic cutting that can accurately reproduce the forces acting on the knife as it presses and slices through common foodstuffs. Credit: Eric Heiden/NVIDIA Researchers from the University of Southern California (USC) Department of Computer Science...

Novel techniques extract more accurate data from images degraded by environmental factors

Novel techniques extract more accurate data from images degraded by environmental factors

Unlike existing methods, the new method suppresses the light effects and generates better visibility enhancement results. Credit: Robby Tan, Yale-NUS College Computer vision technology is increasingly used in areas such as automatic surveillance systems, self-driving cars, facial recognition, healthcare and social distancing tools. Users require accurate and reliable visual information...

Avoiding probate with a smart contract

Avoiding probate with a smart contract

Madison Arcemont. Credit: Southern Methodist University, Hillsman S. Jackson A recent graduate of SMU's Dedman School of Law has written computer language for a smart contract that, if adopted by courts, could make it much easier and less expensive for someone to sort out the estate of a loved one...

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