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In case of stochastic update, can static equilibrium be reached?

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In case of stochastic update, can static equilibrium be reached? (a) yes (b) no This question was addressed to me by my college director while I was bunking the class. My query is from Stochastic Networks in chapter Feedback Neural Networks of Neural Networks Please answer the above question.

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Right choice is (b) no The best explanation: There will never be a static equilibrium in stochastic network.

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