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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 ...
A new technical paper titled “Fast and robust analog in-memory deep neural network training” was published by researchers at IBM Research. “Analog in-memory computing is a promising future technology ...
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 ...
Could updated analog computer technology – popular from about 1940-1970 –be developed to build high-speed CPUs for certain specialized applications? Researchers at the Defense Advanced Research ...
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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