What is noise saturation dilemma? - Neural Networks Quiz

Neural Networks - Quiz(MCQ)

What is noise saturation dilemma?

At saturation state neuron will stop working, while biologically itâ€™s not feasible

How can a neuron with limited operating range be made sensitive to nearly unlimited range of inputs

Can be either way

None of the Above

Correct Answer : 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.

Recently Updated in Neural Networks Questions

A greater value of 'p' the vigilance parameter leads to?

No change

Bigger clusters

Small clusters

None of the above

Correct Answer : Small clusters

Explanation : Input samples associated with same neuron get reduced.

What type of inputs does ART â€“ 1 receives?

binary

bipolar

both bipolar and binary

none of the above

Correct Answer : binary

Explanation : Adaptive resonance theory take care of stability plasticity dilemma.

What does vigilance parameter in ART determines?

Number of desired outputs

Number of possible outputs

Number of acceptable inputs

None of the above

Correct Answer : None of the above

Explanation : Vigilance parameter in ART determines the tolerance of matching process.

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