Researchers at Oregon State University created a brain-inspired memory device that combines sensing, memory, and processing into a single component, potentially allowing future AI systems to use much less energy.

https://news.oregonstate.edu/news/new-digital-memory-device-inspired-human-brain-may-improve-ai%E2%80%99s-energy-efficiency

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New digital memory device inspired by human brain may improve AI’s energy efficiency | Newsroom

CORVALLIS, Ore. – Inspired by the human brain, Oregon State University researchers have developed a new light-sensitive device that combines sensing and memory while controlling how digital memories strengthen or fade over time. Technology that functions more like the human brain could enable artificial intelligence systems to work faster while consuming less electricity, said project leader Larry Cheng of the OSU College of Engineering.

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China unveils SpikingBrain 1.0, a brain-inspired LLM running on domestic MetaX chips

The Chinese Academy of Sciences has introduced SpikingBrain 1.0, the first "brain-like" large language model designed for energy efficiency. Running entirely on Chinese-made MetaX chips, it promises up to 100x faster performance than conventional systems.

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Titans by Google: The Era of AI After Transformers?

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