System brings Deep Learning to ‘IoT’ devices

Iot devices
MIT researchers have developed a system, called MCUNet, that brings machine learning to microcontrollers. The advance could enhance the function and security of devices connected to the Internet of Things (IoT).

Advance could enable AI on household appliances while enhancing data security and energy efficiency. A new system brings machine learning to microcontrollers. The advance could enhance the function and security of devices connected to the Internet of Things (IoT).

Deep learning is everywhere. This branch of artificial intelligence curates your social media and serves your Google search results. Soon, deep learning could also check your vitals or set your thermostat...

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Apophis Asteroid might be more likely to Strike Earth in 2068 than thought

David Tholen, an astronomer at the University of Hawaii, recently reported on the status of asteroid Apophis during a virtual meeting of the American Astronomical Society’s Division for Planetary Sciences. During his presentation, he outlined research he and his team conducted regarding the path of the asteroid and the likelihood that it will strike Earth.

The asteroid Apophis was first spotted by astronomers back in 2004. Shortly thereafter, researchers worked out its orbital path and found that the 340-meter-wide asteroid would pass near to the Earth in 2029, 2036 and again in 2068. More study showed that there was little chance of the asteroid striking Earth; thus, it was discounted as a threat...

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Internal Clocks drive Beta Cell Regeneration

GenDev_Petrenko_BandeauWeb.jpg
Image of pancreatic islets showing proliferation markers (in red staining) in the nuclei (in blue) of insulin-producing-cells (in green).  © UNIGE/Dibner

Certain parts of our body, such as the skin or liver, can repair themselves after a damage. For the past 30 years, scientists have been investigating the regenerative potential of beta cells, pancreatic cells in charge of the production of insulin. Beta-cell population is indeed partially destroyed when diabetes occurs, and regenerating these cells represents an outstanding clinical challenge.

By studying diabetic mice, scientists from the University of Geneva (UNIGE) and the University Hospitals of Geneva (HUG, observed that this regeneration mechanism was under the influence of circadian rhythms — the molecular clocks regulatin...

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Key Advance for Printing Circuitry on Wearable Fabrics

Perovskite crystal structure
Image:e Perovskite crystal structure

Electronic shirts that keep the wearer comfortably warm or cool, as well as medical fabrics that deliver drugs, monitor the condition of a wound and perform other tasks, may one day be manufactured more efficiently thanks to a key advance by Oregon State University researchers.

The breakthrough involves inkjet printing and materials with a crystal structure discovered nearly two centuries ago. The upshot is the ability to apply circuitry, with precision and at low processing temperatures, directly onto cloth — a promising potential solution to the longstanding tradeoff between performance and fabrication costs.

“Much effort has gone into integrating sensors, displays, power sources and logic circuits into various fabrics for the creation of we...

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