= X2 *) In order to store the p=1..P N-bit binary patterns x(") = (x2) p..., P in an N-node Hopfield net, the (N – 1) we

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X2 In Order To Store The P 1 P N Bit Binary Patterns X X2 P P In An N Node Hopfield Net The N 1 We 1 (56.43 KiB) Viewed 20 times

= X2 *) In order to store the p=1..P N-bit binary patterns x(") = (x2) p..., P in an N-node Hopfield net, the (N – 1) weights Wij may most simply be set to the values given by wij = {(2x{") – 1) (2x) – 1) N P p=1 However, as well as storing the intended pattern set, the above rule may have additional unwanted side effects. Describe these side effects, and explain why they are in general undesirable. Give a rule for setting the values of the neuron thresholds si that allows the net to avoid such effects.