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Minimum stored energy functions

Having shown that the energy function (equation 10.9) is a Lyapunov function, let us go back to the main problem with which we started this section, namely to find an appropriate set of synaptic weights. Using the results of the above discussion, we know that we need to have the desired set of patterns occupy the minimum points on the energy surface. We also need to be careful not to destroy any previously stored patterns when we add new ones to our net. Our task is therefore to find a... [Pg.522]

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1 energy minimum

Energy store

Minimum function

Minimum stored energy

Stored energy

Stored energy function

Storing

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