‘Deepfaking the Mind’ could improve Brain-Computer Interfaces for people with Disabilities

A USC TEAM SUCCESSFULLY TAUGHT AN AI TO GENERATE SYNTHETIC BRAIN ACTIVITY DATA, WHICH COULD IMPROVE THE USABILITY OF BRAIN-COMPUTER INTERFACES. PHOTO/ISTOCK.

Researchers at the USC Viterbi School of Engineering are using generative adversarial networks (GANs) — technology best known for creating deepfake videos and photorealistic human faces — to improve brain-computer interfaces for people with disabilities.

In a paper published in Nature Biomedical Engineering, the team successfully taught an AI to generate synthetic brain activity data. The data, specifically neural signals called spike trains, can be fed into machine-learning algorithms to improve the usability of brain-computer interfaces (BCI).

BCI systems work by analyzing a person’s brain signals and translating that neur...

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LightSail 2 has been Flying for 30 months now, paving the way for Future Solar Sail Missions

LightSail 2 has been flying for 30 months now, paving the way for future solar sail missions
This image taken by The Planetary Society’s LightSail 2 spacecraft on May 31, 2021 shows Afghanistan, Pakistan, and the Arabian Sea. The Caspian Sea is at lower left. The shadows of the spacecraft’s solar panels can be seen on the sail. North is approximately at the top left. This image has been color-adjusted and some distortion from the camera’s 180-degree fisheye lens has been removed. Credit: The Planetary Society

Even after 30 months in space, The Planetary Society’s LightSail 2 mission continues to successfully “sail on sunbeams,” demonstrating solar sail technology in Earth orbit. The mission is providing hard data for future missions that hope to employ solar sails to explore the cosmos.

LightSail 2, a small cubesat, launched in June 2019 on a SpaceX Falcon Heavy, as ...

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Exploding and Weeping Ceramics Provide Path to New Shape-Shifting Material

Nanoscale study and local chemical analysis of a grain boundary of a (Zr0.9 Hf0.1 O2)0.775 (Y0.5 Nb0.5 O2)0.225 (weeping) sample prepared by FIB. The micrographs are HAADF-STEM and HAADF-HRSTEM images as well as high resolution EDX elemental maps of the sample. Atomic-resolution HAADF micrographs are raw images, showing no significant intensity variation along the grain boundary (GB). The high resolution EDX maps suggest no significant element segregation at the grain boundary.

Discovery could lead to improvements in medical devices and electronics. An international team of researchers from the University of Minnesota Twin Cities and Kiel University in Germany have discovered a path that could lead to shape-shifting ceramic materials...

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Cosmic Dust may be Key Source of Phosphorus for Life on Earth

Sunlight reflects off tiny, interplanetary dust particles, creating the faint column of glowing light seen against the stars in this image. New research suggests that cosmic dust might be an important source of phosphorus for life on Earth. Credit: MalcolCC BY 3.0
Source: Journal of Geophysical Research: Space Physics

When Earth formed 4.5 billion years ago, any phosphorus that was present likely sank into the molten core because of the element’s distinct chemical properties. However, phosphorus is essential for life; it is found in DNA, RNA, and other important biological molecules. So it is probable that the phosphorus that made life possible was delivered to Earth’s surface from extraterrestrial origins, and previous studies have suggested meteorites as potential sources.

Now, P...

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