Resonator Networks outperform optimization methods at solving high-dimensional vector factorization

Spencer J. Kent, E. Paxon Frady, Friedrich T. Sommer +1

We develop theoretical foundations of Resonator Networks, a new type of recurrent neural network introduced in Frady et al. (2020) to solve a high-dimensional vector factorization…