Computers Are Learning to See in Higher Dimensions

Computers Are Learning to See in Higher Dimensions

These “gauge-equivariant convolutional neural networks,” or gauge CNNs, developed at the University of Amsterdam and Qualcomm AI Research by Taco Cohen, Maurice Weiler, Berkay Kicanaoglu and Max Welling, can detect patterns not only in 2D arrays of pixels, but also on spheres and asymmetrically curved objects.

Get Ready For Gravitational Waves All Day, Every Day

Get Ready For Gravitational Waves All Day, Every Day

For example, multiple signals of the same gravitational wave allow you to pinpoint more precisely where it originated, much like GPS uses multiple satellites to locate your position, says Jo van den Brand of VU Amsterdam, who leads an Italy-based gravitational wave observatory known as Virgo.