Performing Matrix Multiplications at the Speed of Light for Enhanced Cybersecurity

Matrix multiplications at the speed of light
Electro-optic blocks cointegrated for the development of a neuromorphic photonic processor. Credit: Giamougiannis et al., doi 10.1117/1.AP.5.1.016004

“All things are numbers,” avowed Pythagoras. Today, 25 centuries later, algebra and mathematics are everywhere in our lives, whether we see them or not. The Cambrian-like explosion of artificial intelligence (AI) brought numbers even closer to us all, since technological evolution allows for parallel processing of a vast amounts of operations.

Progressively, operations between scalars (numbers) were parallelized into operations between vectors, and subsequently, matrices. Multiplication between matrices now trends as the most time- and energy-demanding operation of contemporary AI computational systems...

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Study finds how our Brains turn into Smarter Disease Fighters

This shows the outline of a head
When microglia are healthy, they serve as the central nervous system’s resident front-line disease warriors. Image is in the public domain

Immune cell discovery a new attack on Alzheimer’s, neurological disorders. Combating Alzheimer’s and other neurodegenerative diseases by inserting healthy new immune cells into the brain has taken a leap toward reality. Neuroscientists at the University of California, Irvine and the University of Pennsylvania have found a way to safely thwart the brain’s resistance to them, vaulting a key hurdle in the quest.

Their discovery about brain cells called microglia heralds myriad possibilities for treating and even preventing neurodegenerative disorders. The team’s paper appears in the Journal of Experimental Medicine.

When microglia are healthy, ...

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Plasma-Structural Coloring: A New Colorful approach to an Inkless Future

(a) Scheme illustrating the “plasma-structural coloring”; (b) The picture of a letter “A” written by a pencil; (c) The picture of the sample after the plasma irradiation for 80 seconds.

Classic graphite pencils can be used and transformed into colorful works using plasma irradiation, without a drop of colored ink used. New developments for achieving structural coloring through plasma irradiation of graphite can reduce the reliance upon harmful color dyes. Colors achieved by plasma irradiation are completely erasable and can be manipulated using time exposed to the plasma irradiation, intensity of the irradiation and the thickness of the graphite layer applied...

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Evidence that Saturn’s moon Mimas is a Stealth Ocean World

Saturn moon Mimas and a graph of two options of its geology
Courtesy of NASA/JPL/SSI/SwRI

Simulations suggest that Saturn’s smallest, innermost moon could have an expanding, geologically young ocean. When a Southwest Research Institute scientist discovered surprising evidence that Saturn’s smallest, innermost moon could generate the right amount of heat to support a liquid internal ocean, colleagues began studying Mimas’ surface to understand how its interior may have evolved. Numerical simulations of the moon’s Herschel impact basin, the most striking feature on its heavily cratered surface, determined that the basin’s structure and the lack of tectonics on Mimas are compatible with a thinning ice shell and geologically young ocean.

“In the waning days of NASA’s Cassini mission to Saturn, the spacecraft identified a curious libration, or os...

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