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What is noise saturation dilemma?

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What is noise saturation dilemma?

(a) at saturation state neuron will  stop working, while biologically it’s not feasible

(b) how can a neuron with limited operating range be made sensitive to nearly unlimited range of inputs

(c) can be either way

(d) none of the mentioned

The question was posed to me during an online exam.

Question is taken from Activation Models in chapter Activation and Synaptic Dynamics of Neural Networks

1 Answer

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Best answer
Right choice is (b) how can a neuron with limited operating range be made sensitive to nearly unlimited range of inputs

Explanation: Threshold value setting has to be adjusted properly.

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