here this is the state of my hopfield network and i apply this rule multiple times and out comes the kind of answer of the hopfield network to my question so the i input this and the out comes this after i update after i apply the update rule maybe multiple times right and interestingly you can already see that this here if you rewrite a bunch of these quantities so if you rewrite the beta here which is the softmax temperature in a way to be one over square root of d and if you take the query design here to be the query