"Here are the terms we’ll use throughout. A memory store is a function $f$ that holds $M$ memories, for $i = 1, \ldots, M$. A memory is one key-value pair: a key $k_i \in \reals^{d_k}$, used for lookup based on similarity, and a value $v_i \in \reals^{d_v}$, which is what we want to retrieve. To use $f$, we query it with an input $x$, and it recalls an output $f(x)$. A good memory store recalls $v_i$ when we query it with $k_i$, or with another vector similar to $k_i$. In the literature, a memory store that recalls by similarity is called an associative memory."
And thought "I need to disable noscript because I get crappy page view". I disabled and it didn't help. It's a little sad that there is no explanation in the article what all that dollar signs mean. I feel excluded