Training the artificial intelligence models that underpin web search engines, power smart assistants and enable driverless cars, consumes megawatts of energy and generates worrying carbon dioxide emissions. But new ways of training these models are proven to be greener. Artificial intelligence models are used increasingly widely in today's world. Many carry out natural language processing tasks - such as language translation, predictive text and email spam filters. They are also used to empower smart assistants such as Siri and Alexa to 'talk' to us, and to operate driverless cars. But to function ...

To observe the swift neuronal signals in a fish brain, scientists have started to use a technique called light-field microscopy, which makes it possible to image such fast biological processes in 3D. But the images are often lacking in quality, and it takes hours or days for massive amounts of data to be converted into 3D volumes and movies. Now, EMBL scientists have combined artificial intelligence (AI) algorithms with two cutting-edge microscopy techniques - an advance that shortens the time for image processing from days to mere seconds, while ensuring that the resulting images are crisp and accurate. The findings are published in Nature Methods. "Ultimately, we were able to take 'the best of both worlds' in this approach," says Nils Wagner, one of the paper's two lead ...

PHILADELPHIA-- A gene called GAS2 plays a key role in normal hearing, and its absence causes severe hearing loss, according to a study led by researchers in the Perelman School of Medicine at the University of Pennsylvania. The researchers, whose findings are published online today in Developmental Cell, discovered that the protein encoded by GAS2 is crucial for maintaining the structural stiffness of support cells in the inner ear that normally help amplify incoming sound waves. They showed that inner ear support cells lacking functional GAS2 lose their amplifier abilities, causing severe hearing ...

Depressive symptoms are more common in teenage girls than in their male peers. However, boys' mental health appears to be affected more if they suffer from obesity. Irrespective of gender, bullying is a considerably greater risk factor than overweight for developing depressive symptoms. These conclusions are drawn by researchers at Uppsala University who monitored adolescents for six years in a questionnaire study, now published in the Journal of Public Health. Peer-review/Observational study/People "The purpose of our study was to investigate the connection ...

Nearly four-fifths of 16- and 17-year-olds have encountered pornographic content on the Internet Pornography is a multibillion-dollar business. Pornographic content is virtually ubiquitous on the Internet, and surveys suggest that 25% of all searches lead to explicit content. Given the size of the market, it's not surprising that young people are drawn to such sites, which are only a couple of clicks away. Professor Neil Thurman of the Department of Media and Communication (IfKW) at Ludwig-Maximilians-Universitaet (LMU) in Munich, in collaboration with statistician Fabian Obster (Universität der Bundeswehr München), has carried out a study on the use of pornographic sites by young people. Based on a survey involving a sample ...

Great reed warblers normally migrate by night during its month-long migration from northern Europe to Sub-Saharan Africa. However, researchers have now discovered that during the few occasions when it continues to fly during daytime, it flies at extremely high altitudes (up to 6300 meters). One possible explanation for this unexpected and consistent behaviour could be that the birds want to avoid overheating. The study is published in Science. Most of the many millions of songbirds that migrate every year between Europe and Africa fly by night and spend the daytime hours resting and eating. Some species, which normally only fly by night, occasionally fly for over 24 consecutive ...

If you are reading this, chances are you have several other tabs open in your browser that you mean to get to eventually. Internet browser tabs are a major source of friction on the internet. People love them. People hate them. For some users, tabs bring order and efficiency to their web browsing. For others, they spiral out of control, shrinking at the top of the screen as their numbers expand. A research team at Carnegie Mellon University recently completed the first in-depth study of browser tabs in more than a decade. They found that many people struggle with tab overload, an underlying reason being that while tabs serve a variety of functions, ...

ITHACA, N.Y. - An 18.5 million-year-old fossil found in Panama provides evidence of a new species and is the oldest reliable example of a climbing woody vine known as a liana from the soapberry family. The discovery sheds light on the evolution of climbing plants. The new species, named Ampelorhiza heteroxylon, belongs to a diverse group of tropical lianas called Paullinieae, within the soapberry family (Sapindaceae). More than 475 species of Paullinieae live in the tropics today. Researchers identified the species from fossilized roots that revealed features known to be unique to the wood of modern climbing vines, adaptations that allow them to twist, grow and climb. The study, "Climbing ...

The functions of water-dominated ecosystems can be considerably influenced and changed by hydrological fluctuation. The varying states of redox-active substances are of crucial importance here. Researchers at the University of Bayreuth have discovered this, in cooperation with partners from the Universities of Tübingen and Bristol and the Helmholtz Centre for Environmental Research, Halle-Leipzig. They present their discovery in the journal Nature Geoscience. The new study enables a more precise understanding of the biogeochemical processes that contribute to the degradation of pollutants and the reduction of greenhouse gas ...

More than ever, patients are using telehealth to ask doctors and nurses about worrying blood-pressure readings, nauseating migraines and stubborn foot ulcers. But for patients with chronic conditions, how frequent should telehealth appointments be? Can that frequency change? Under what conditions? West Virginia University researcher Jennifer Mallow is trying to answer these questions. In a new project, she and her colleagues completed a systematic review of studies that dealt with telehealth and chronic conditions. They found that--in general--telehealth services benefitted patients more if they ...

A comprehensive review into what we know about COVID-19 and the way it functions suggests the virus has a unique infectious profile, which explains why it can be so hard to treat and why some people experience so-called "long-COVID", struggling with significant health issues months after infection. There is growing evidence that the virus infects both the upper and lower respiratory tracts - unlike "low pathogenic" human coronavirus sub-species, which typically settle in the upper respiratory tract and cause cold-like symptoms, or "high pathogenic" viruses such as those that cause SARS and ARDS, which typically settle in the lower respiratory tract. Additionally, more frequent multi-organ impacts, and blood clots, and ...

Which wound cuts deeper: the loss of an only child or loss of a spouse? A new study led by researchers at NYU Rory Meyers College of Nursing and Fudan University suggests that Chinese parents find the loss of an only child to be approximately 1.3 times as psychologically distressing than the loss of a spouse. The findings are published in the journal Aging & Mental Health. Older adults in China rely heavily on family support, particularly from their adult children. Filial piety--the Confucian idea describing a respect for one's parents and responsibility for adult children to care for ...

Observing how cells stick to surfaces and their motility is vitally important in the study of tissue maintenance, wound healing and even understanding how cancers progress. A new paper published in EPJ Plus, by Raj Kumar Sadhu, Weizmann Institute of Science, Rehovot, Israel, takes a step towards a deeper understanding of these processes. "Cell adhesion is the ability of a cell to stick to another cell or an extracellular matrix. This process is important in order to understand how cells interact and coordinate their behaviour in multicellular organisms," says sadhu. "We theoretically model the adhesion of a cell-like vesicle by describing the cell as a three-dimensional vesicle adhering on a flat substrate with a constant adhesion interaction." Alongside ...

Neuroblastoma is a childhood cancer, most commonly affecting children aged between 2 -3 and can be fatal. Since the tumour cells resemble certain cells in the adrenal glands, a joint research group from MedUni Vienna's Center for Brain Research and the Swedish Karolinska Institute investigated the cellular origin of these cells and sympathetic neurons during the embryonic development of human adrenal glands. During the course of their investigations, they discovered a previously unknown cell type that might potentially be the origin of the tumour cells. Treatments for this disease are extremely aggressive and challenging ...

The applied nitrogen in crop production is easily lost through ammonia emission and nitrogen leaching. Therefore, many attempts have been made on the development of novel slow-release fertilizers to reduce nitrogen loss and improve crop production. A research team led by Prof. WU Yuejin from the Institute of Intelligent Machines of the Hefei Institutes of Physical Science developed a novel matrix-based slow-release urea (MSU) recently to improve nitrogen use efficiency in rice production, and they assessed the performances of it. "MSU is a promising fertilizer for rice production," said WU, "as less nitrogen loss and greater soil nitrogen ...

Physicists at Friedrich-Alexander-Universität Erlangen-Nürnberg (FAU) have for the first time been able to prove a long-predicted but as yet unconfirmed fundamental effect. In Faraday chiral anisotropy, the propagation characteristics of light waves are changed simultaneously by the natural and magnetic-field induced material properties of the medium through which the light travels. The researchers obtained proof that this is the case by conducting experiments using nickel helices at the nanometre scale. Their findings have now been published in the academic journal 'Physical Review Letters'. Light is transmitted as sine waves consisting of crossed electric and magnetic fields and interacts with matter. This ...

Recently, Prof. XIE Can from the High Magnetic Field Laboratory of the Hefei Institutes of Physical Science (HFIPS), in a collaboration with Prof. YAN Xiyun's lab from the Institute of Biophysics, reported the structural basis of mAb AA98's inhibition on CD146-mediated endothelial cells (EC) activation and designed higher affinity monoclonal antibody HA98 for cancer treatment. CD146 is an adhesion molecule that plays important roles in angiogenesis, cancer metastasis, and immune response. Prof. YAN Xiyun's lab has been focused on the function of CD146 and the mechanism ...

Australia, the driest inhabited continent, is prone to natural disasters and wild swings in weather conditions - from floods to droughts, heatwaves and bushfires. Now two new Flinders University studies of long-term hydro-climatic patterns provide fresh insights into the causes of the island continent's strong climate variability which affect extreme wet or dry weather and other conditions vital to water supply, agriculture, the environment and the nation's future. For the first time, researchers from the National Centre for Groundwater Research and Training (NCGRT) at Flinders have revealed a vegetation-mediated seesaw wetting-drying phenomenon between eastern and western Australia. ...

Ishikawa, Japan - As decarbonization progresses rapidly in the world, fuel cells offer potentially higher electrical efficiency than conventional power-generating systems. Anion exchange membrane fuel cells offer advantages of using non-precious metal catalysts than proton exchange membrane fuel cells. One of the challenges of this next-generation fuel cell is to clarify the hydroxide ion conductivity in the ion conductive polymer around the electrode catalyst. The difficulty of studying the hydroxide ion conductivity at the electrode interface is that the hydroxide ion, which is a carrier, easily reacts with carbon dioxide in the air. To solve this problem, all evaluation devices were improved so that the sample did not come into contacting with air. In a new study published ...

Cells talk to each other to coordinate nutrition, waste removal, energy use, and, in some cases, disease progression. The cells that line the surfaces of organs or specific tissues, called epithelial cells, appear to speak two different languages - one for either side of the cell, according to a new study by researchers based in Japan. The discovery, published on March 16 in EMBO Reports, could have implications for understanding how cancer spreads and, potentially, for advanced treatments, the team says. The team, led by Mitsunori Fukuda, professor in the Laboratory of Membrane Trafficking Mechanisms, Department of Integrative ...

Patients with lasting symptoms of COVID-19 who completed a six week, supervised rehabilitation programme demonstrated significant improvements in exercise capacity, respiratory symptoms, fatigue and cognition, according to researchers at the National Institute for Health Research (NIHR) Leicester Biomedical Research Centre - a partnership between Leicester's Hospitals, the University of Leicester and Loughborough University. The study, which is published in the journal Chronic Respiratory Disease today (Friday 7 May 2021), followed thirty patients who took part in face-to-face ...

Dispersal is an important process governing the persistence of wild animal populations. Upon reaching sexual maturity, individuals usually disperse from their natal home range to search for suitable habitat and mates for reproduction. As such, dispersal promotes gene flow among populations, allows rescuing small and isolated populations, and enables the colonization of unoccupied habitats. In human-dominated landscapes, however, dispersing animals find it increasingly difficult to cross densely populated areas that separate suitable habitats. For this reason, the identification and preservation of wildlife corridors has become of utmost importance for conservation authorities worldwide. In southern Africa, the governments ...

Inclusion of soybean and linseed oils in the diet of dairy cows made the fatty acid content of their milk even healthier for human nutrition. It also increased the proportions of omega-6 and omega-3, which in the right balance play a key role in preventing cardiovascular diseases, for example, as well as chronic inflammation and some kinds of cancer. Cardiovascular diseases are one of the world’s main public health problems. In Brazil, they are among the foremost causes of death. Each year some 300,000 Brazilians have heart attacks, dying in 30% of cases, according to the Health Ministry. Research led by Arlindo Saran Netto, a professor at the University of São Paulo’s School of Animal Science and Food Engineering (FZEA-USP) in Pirassununga, São Paulo ...

People spend about 80-90% of their time indoors. Compared to outdoor air quality, the indoor air quality is more relevant to people's health. Therefore, understanding the levels, sources and evolution of particulate matter (PM) indoors is important for the accurate evaluation of people's health risks to aerosol exposure. A research team led by Prof. Yele Sun from the Institute of Atmospheric Physics (IAP) of the Chinese Academy of Sciences deployed a time-of-flight aerosol chemical speciation monitor (ToF-ACSM) to measure time series and mass spectra of non-refractory species in a typical academic office in IAP. The study was published in Indoor Air. The researchers measured the concentration and chemical composition of indoor PM2.5 ...

To understand the world, we arrange individual objects, people, and events into different categories or concepts. Concepts such as 'the telephone' consist primarily of visible features, i.e. shape and color, and sounds, such as ringing. In addition, there are actions, i.e. how we use a telephone. However, the concept of telephone does not only arise in the brain when we have a telephone in front of us. It also appears when the term is merely mentioned. If we read the word "telephone", our brain also calls up the concept of telephone. The same regions in the brain are activated that would be activated ...