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Reservoir Computing System
December 26 , 2017
2555 days
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- Scientists have developed a new type of neural network chip using a reservoir computing system to improve the efficiency of teaching machines to think like humans.
- The network developed using this system can predict words before they are said during conversation and help predict future outcomes based on the present.
- Reservoir computing systems have been created in the past with larger optical components.
- Researchers from University of Michigan in the U.S. created their system using memristors, which require less space and can be integrated more easily into existing silicon-based electronics.
- Memristors are a special type of resistive device that can both perform logic and store data.
- This contrasts with typical computer systems, where processors perform logic separate from memory modules.
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