Robust Auto-associative Memory via Convolutional Restricted Hopfield Networks

Ci Lin, Tet Yeap, Iluju Kiringa

Associative memory models play a fundamental role in pattern retrieval, but their performance often degrades under adversarial perturbations and severe input corruptions. Existing…