𝔖 Bobbio Scriptorium
✦   LIBER   ✦

Approximation of functions by perceptron networks with bounded number of hidden units

✍ Scribed by Věra Kůrvoká


Publisher
Elsevier Science
Year
1995
Tongue
English
Weight
481 KB
Volume
8
Category
Article
ISSN
0893-6080

No coin nor oath required. For personal study only.


📜 SIMILAR VOLUMES


Bounds on the Number of Units for Comput
✍ Michel Cosnard; Pascal Koiran; Hélène Paugam-Moisy 📂 Article 📅 1994 🏛 Elsevier Science 🌐 English ⚖ 291 KB

Multilayer perceptrons can compute arbitrary dichotomies of a set of \(N\) points of \([0,1]^{d}\). The minimal size of such networks was studied by Baum (1988, J. Complexity 4, 193-215) using the parameter \(N\). In this paper, we show that this question can be addressed using another parameter, th