Neural tensor contractions and the expressive power of deep neural quantum states

Or Sharir, Amnon Shashua, Giuseppe Carleo

We establish a direct connection between general tensor networks and deep feed-forward artificial neural networks. The core of our results is the construction of neural-network lay…