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Jan 9, 2023

A Bayesian machine based on memristors

Posted by in categories: robotics/AI, sustainability

Over the past few decades, the performance of machine learning models on various real-world tasks has improved significantly. Training and implementing most of these models, however, still requires vast amounts of energy and computational power.

Engineers worldwide have thus been trying to develop alternative hardware solutions that can run artificial intelligence models more efficiently, as this could promote their widespread use and increase their sustainability. Some of these solutions are based on memristors, memory devices that can store information without consuming .

Researchers at Université Paris-Saclay-CNRS, Université Grenoble-Alpes-CEA-LETI, HawAI.tech, Sorbonne Université, and Aix-Marseille Université-CNRS have recently created a so-called Bayesian machine (i.e., an AI approach that performs computations based on Bayes’ theorem), using memristors. Their proposed system, introduced in a paper published in Nature Electronics, was found to be significantly more energy-efficient than currently employed hardware solutions.

Jan 9, 2023

People are already trying to get ChatGPT to write malware

Posted by in categories: cybercrime/malcode, robotics/AI

Analysis of chatter on dark web forums shows that efforts are already under way to use OpenAI’s chatbot to help script malware.

Jan 9, 2023

Human and Neanderthal brains have a surprising ‘youthful’ quality in common, new research finds

Posted by in category: neuroscience

Modern humans have a youthful brain, and this “Peter Pan syndrome” is also seen in Neanderthals.

Many believe our particularly large brain is what makes us human — but is there more to it? The brain’s shape, as well as the shapes of its component parts (lobes) may also be important.

Jan 9, 2023

New Imaging Tools for Cryo-Light Microscopy

Posted by in category: climatology

LIGHTNING super-resolution detection concept and TauSense technology facilitate better cryogenic fluorescence imaging for advanced cryo-correlative workflows. The quality of fluorescence microscope images that guide cryo-FIB milling determines the result of the prepared lamella. Here, it is described how image quality is significantly improved by LIGHTNING and how different structures can be discerned using their fluorescence lifetime-based information.

Jan 9, 2023

Researchers discover exploiting microbiome bacteria in patients with lung infections improves low oxygen levels

Posted by in categories: biotech/medical, health

Newspaper headlines from the U.S. to the U.K. and most places in between highlight the surge in sick patients suffering from respiratory viruses. The so-called “tripledemic” of lung infections including respiratory synclinal virus (RSV), influenza (flu) and COVID-19 (coronavirus) is likely to last throughout the winter season. This explosion of infections requires more treatment options to support overloaded hospitals and overworked medics as they restore people’s health.

It has been known for a long time that intubation of an infant with any , or even an adult with severe COVID-19 using either ventilation or extra-corporeal membrane oxygenation (ECMO), comes with risks and that could cause permanent damage not limited to the lungs. However, hypoxia, which means , is a that is a common complication of severe . If not treated, it can lead to severe disability and even death.

Jan 9, 2023

This backpack deploys into an airbag to keep the cyclists safe from injury

Posted by in category: robotics/AI

Cyclists are supposed to wear helmets to protect them from any untoward accidents while riding through the city on their bicycles. While the helmet can protect from serious brain injury, other parts of the body can be exposed to both minor and serious injuries in case they encounter other vehicles and even pedestrians. It would be nice if there’s a sort of airbag that can shield them from injuries in case an accident happens and that said airbag will be portable enough for them to carry around.

Designer: In&Motion.

Jan 9, 2023

Are quantum computers about to break online privacy?

Posted by in categories: computing, encryption, information science, quantum physics

A new algorithm is probably not efficient enough to crack current encryption keys — but that’s no reason for complacency, researchers say.

Jan 9, 2023

By Producing Two Entangled Beams of Light, Researchers Have Achieved a Breakthrough in Quantum Physics

Posted by in categories: particle physics, quantum physics

Researchers in Brazil have achieved a quantum breakthrough by succeeding in the creation of a source of illumination that produces two separate entangled beams of light, according to new research.

The achievement was announced by a team of physicists with Brazil’s Laboratory for Coherent Manipulation of Atoms and Light (LMCAL), located at the University of São Paulo’s Physics Institute.

Quantum entanglement is among the most perplexing phenomena observed in modern physics. It involves particles that are linked in such a way that when changes affect the quantum state of one, the other to which it is “entangled” will also be affected. Strangely, such effects even occur over significant distances, a phenomenon first described as “spooky action at a distance” after its discussion in a landmark 1935 paper by Albert Einstein, Boris Podolsky, and Nathan Rosen.

Jan 9, 2023

Astronomers May Have Solved The Mystery of The Bubbles Towering Over The Milky Way

Posted by in category: space

When the Fermi Gamma-Ray Space Telescope entered low-Earth orbit in 2008, it opened our eyes to a whole new Universe of high-energy radiation.

One of its more curious discoveries was the Fermi Bubbles: giant, symmetrical blobs extending above and below the galactic plane, 25,000 light-years on each side from the Milky Way’s center, glowing in gamma-ray light – the highest energy wavelength ranges on the electromagnetic spectrum.

Then, in 2020, an X-ray telescope named eROSITA found another surprise: even bigger bubbles extending over 45,000 light-years on each side of the galactic plane, this time emitting less energetic X-rays.

Jan 9, 2023

An Organism That Can Dine Exclusively on Viruses Has Been Found in a World First

Posted by in category: biotech/medical

A type of freshwater plankton has become the first organism seen thriving on a diet of viruses, according to a new study by researchers from the University of Nebraska-Lincoln in the US.

Viruses are often consumed incidentally by a range wide of organisms, and may even season the diets of certain marine protists. But to qualify as a true step in the food chain – described as virovory – viruses ought to contribute a significant amount of energy or nutrients to their consumer.

The microbe Halteria is a common genus of protist known to flit about as its hair-like cilia propel it through the water. Not only did laboratory samples of the ciliate consume chloroviruses added to its environment, the giant virus fueled Halteria’s growth and increased its population size.