Associative ability of higher order neural networks
Shuji Yatsuki, Hiromi Miyajima · Proceedings of International Conference on Neural Networks (ICNN'97) · 2002
Higher order neural networks (HONNs) have been proposed as new systems. In this paper, we show some theoretical results on the associative ability of HONNs. Memory capacity of HONNs is much larger than that of the conventional neural networks. The capacity of auto-correlation associative memory is (/sup m//sub k/)/(2 log m), where m is the number of neurons and K is the order of connections.