3.25.2005
Numenta memory systems
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- Numenta is developing a new type of computer memory system modeled after the human neocortex. The applications of this technology are broad and can be applied to solve problems in computer vision, artificial intelligence, robotics and machine learning. The Numenta technology, called Hierarchical Temporal Memory (HTM), is based on a theory of the neocortex described in Jeff Hawkins' book entitled On Intelligence.
- Careful to preserve his track record but sure he is onto a revolution, Hawkins veers between caution about Numenta's likely timeline and visions of creating machines far more powerful and able than today's computers (his approach is so different, he says, that Numenta-type machines will represent a new category.) "We have to walk a line--we don't want to overhype this, but it's incorrect to say this is just data mining," he says. "This is a new fundamental technology for information handling."
Noting that electronic circuits can scale larger and signal far faster than human neurons, he says, "If you follow this, you will build machines smarter than humans. It's far off, but think about cosmology, about where the Internet is going, machines that understand our language."
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