Encoding auditory scenes with a population of Hodgkin-Huxley neurons

Lazar, Aurel A.; Turetsky, Robert

The article evaluates the auditory models that exhibit a population of Hodgkin-Huxley neurons. It was found that such model maintains the intelligibility of natural and synthetic sound stimuli. Hodgkin-Huxley neurons were found to encode sounds with approximately the same intelligibility as Integrate-and-Fire neurons. The results show that the Hodgkin-Huxley neurons can be interchangeably used in computational modeling.


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Electrical Engineering
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September 9, 2014