Explain the generalization gradient, and why distributed representations are necessary in order to explain patterns of...

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Explain the generalization gradient, and why distributed representations are necessary in order to explain patterns of...

Explain the generalization gradient, and why distributed representations are necessary in order to explain patterns of generalization.

Social-Sciences psychology

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Answer 1

Answer #1

The pattern of response that generalizes across different stimuli is represented by a generalization gradient. It is a graphical representation of the strength of response in the presence of stimuli similar to discriminative stimuli, varying along a continuum.

Gradients vary in the degree of their steepness. Sharp dropping rate of response is indicated by a steep slope as a stimulus differs greatly from the discriminative stimuli. Gradual drop in the response is indicated by a flat slope as stimulus varies greatly from the discriminative stimuli.

To explain pattern of generalisation gradient , distributed representation is helpful. Distributed representation is used to show many yo many relationship and thus help in comparing responses to different and similar stimulus that ultimately determine gradient.

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Answer 2

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