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External stimulus classification by Hodgkin-Huxley neural network

Andreev A.V., Pisarchik A.N., Hramov A.E.

Abstract

We propose a classifier consisting of Hodgkin-Huxley neurons based on the activation of a different number of neurons depending on the external current amplitude. We consider a network with 2 output neurons and train the classifier for 2 external current pulses with different amplitudes by adaptation of the couplings between neurons of the main network and the output neurons

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Andrey Andreev
Innopolis University
Russia

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