no code implementations • 8 Apr 2024 • Yani Zhang, Helmut Bölcskei
We develop a theory characterizing the fundamental capability of deep neural networks to learn, from evolution traces, the logical rules governing the behavior of cellular automata (CA).
no code implementations • 22 Jan 2024 • Yani Zhang, Helmut Bölcskei
An algorithm for extracting formulae in MV logic from deep ReLU networks is presented.