so that's that's pretty cool so if you add a dimension you exponentially increase the number of the number of patterns you can store and you know that's that is a kind of i mean it's it's been known for modern hopfield networks with binary strings so it's not uber surprising but if you have you know it's not what you would imagine like that okay so they may give a few examples of these co you have to set these constants you know in a particular fashion such that this is given and so on um but they say you know examples here