What is an instar topology? - Neural Networks Quiz

Neural Networks - Quiz(MCQ)

What is an instar topology?

when input is given to layer F1, the the jth(say) unit of other layer F2 will be activated to maximum extent

when weight vector for connections from jth unit (say) in F2 approaches the activity pattern in F1(comprises of input vector)

Can be either way

None of the Above

Correct Answer : when input is given to layer F1, the the jth(say) unit of other layer F2 will be activated to maximum extent

Explanation : Restatement of basic definition of instar.

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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