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Tapping into new 'probabilistic computing' paradigm can make AI chips use much less power ...
A new digital system allows operations on a chip to run in parallel, so an AI program can arrive at the best possible answer ...
For about a decade, computer engineer Kerem Çamsari employed a novel approach known as probabilistic computing. Based on probabilistic bits (p-bits), it’s used to solve an array of complex ...
As the barriers to CPU scaling have risen with each successive node shrink, the number of scientists looking for alternate methods of driving higher performance and/or saving power has also steadily ...
A technical paper titled “Probabilistic computing with voltage-controlled dynamics in magnetic tunnel junctions” was published by researchers at Northwestern University, University of Messina, Western ...
As the barriers to CPU scaling have risen with each successive node shrink, the number of scientists looking for alternate methods of driving higher performance and/or saving power has also steadily ...
WEST LAFAYETTE, Ind. — It may still be decades before quantum computers are ready to solve problems that today’s classical computers aren’t fast or efficient enough to solve, but the emerging ...
A technical paper titled “On Hardware-efficient Inference in Probabilistic Circuits” was published by researchers at Aalto University and UCLouvain. “Probabilistic circuits (PCs) offer a promising ...
WEST LAFAYETTE, Ind. — “You see, nature is unpredictable. How do you expect to predict it with a computer?” said American physicist Richard Feynman before computer scientists at a conference in 1981.
The phenomenal success of our integrated circuits managed to obscure an awkward fact: they’re not always the best way to solve problems. The features of modern computers—binary operations, separated ...
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