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arxiv: 1408.4077 · v1 · pith:7636KDI6new · submitted 2014-08-18 · 💻 cs.NE · cs.ET

Brain: Biological noise-based logic

classification 💻 cs.NE cs.ET
keywords brainlogicinformationneuralnoise-basedallowsbecausebelong
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Neural spikes in the brain form stochastic sequences, i.e., belong to the class of pulse noises. This stochasticity is a counterintuitive feature because extracting information - such as the commonly supposed neural information of mean spike frequency - requires long times for reasonably low error probability. The mystery could be solved by noise-based logic, wherein randomness has an important function and allows large speed enhancements for special-purpose tasks, and the same mechanism is at work for the brain logic version of this concept.

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