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New analog computing method slashes AI training energy use
Artificial intelligence is getting more powerful—but it's also racking up a massive energy bill. Some estimate that one ...
An analog in-memory compute chip claims to solve the power/performance conundrum facing artificial intelligence (AI) inference applications by facilitating energy efficiency and cost reductions ...
Engineers have reached a theoretical limit for efficiently converting analog data into digital bits in an emerging computer technology. The future of computing may be analog. The digital design of our ...
A technical paper titled “Accelerating AI Using Next-Generation Hardware: Possibilities and Challenges With Analog In-Memory Computing” was published by researchers at Lund University and Ericsson ...
Back in September this year, I wrote a blog on analog computing for AI applications. This followed from ongoing efforts by a few organizations to use analog computing hardware and systems in a ...
(Nanowerk Spotlight) The pursuit of faster and more efficient computing has been a driving force in technological progress for decades. As the demand for computational power continues to grow, ...
Analog computers have been used extensively in the past, for things like tide calculations, but in the semiconductor era things have mostly gone digital. Even where you have analog elements, like DRAM ...
Comparing digital compute with analog compute What strides have been taken to make analog a better alternative to digital? How deep neural networks come into play. In 1974, Theodore Nelson, the ...
The future of computing may be analog. The digital design of our everyday computers is good for reading email and gaming, but today’s problem-solving computers are working with vast amounts of data.
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