Path: utzoo!utgpu!news-server.csri.toronto.edu!rpi!uupsi!cmcl2!acf5!acf5.nyu.edu From: ambati@acf5.nyu.edu (FJLevM{n[]Balamurali Ambati) Newsgroups: comp.ai.neural-nets Subject: Why memory is N/ln N ? Message-ID: <1564@acf5.NYU.EDU> Date: 28 Mar 91 18:38:50 GMT Sender: ambati@acf5.NYU.EDU Organization: New York University Lines: 7 Although the information storage capacity of a discrete Hopfield neural network is 2^N, the "memory" capacity is O(N/ln N)? Is there any biological or physical explanation, evidence, correlate, etc. for why the memory increases sub-linearly with neuronal network complexity? Balamurali K. Ambati