✦ LIBER ✦

Universal approximation capability of EBF neural networks with arbitrary activation functions

✍ Scribed by Tianping Chen; Hong Chen

Book ID: 112494926
Publisher: Springer
Year: 1996
Tongue: English
Weight: 546 KB
Volume: 15
Category: Article
ISSN: 0278-081X
DOI: 10.1007/bf01188988

No coin nor oath required. For personal study only.

📜 SIMILAR VOLUMES

Learning and Approximation Capabilities

Learning and Approximation Capabilities of Adaptive Spline Activation Function Neural Networks

✍ Lorenzo Vecci; Francesco Piazza; Aurelio Uncini 📂 Article 📅 1998 🏛 Elsevier Science 🌐 English ⚖ 297 KB

In this paper, we study the theoretical properties of a new kind of artificial neural network, which is able to adapt its activation functions by varying the control points of a Catmull-Rom cubic spline. Most of all, we are interested in generalization capability, and we can show that our architectu

Approximation capability of regular fuzz

Approximation capability of regular fuzzy neural networks to continuous fuzzy functions

✍ Puyin Liu; Hao Wang 📂 Article 📅 1999 🏛 SP Science China Press 🌐 English ⚖ 424 KB

Limitations of the approximation capabil

Limitations of the approximation capabilities of neural networks with one hidden layer

✍ C. K. Chui; Xin Li; H. N. Mhaskar 📂 Article 📅 1996 🏛 Springer 🌐 English ⚖ 622 KB

Dynamical behaviors of Cohen–Grossberg n

Dynamical behaviors of Cohen–Grossberg neural networks with discontinuous activation functions

✍ Wenlian Lu; Tianping Chen 📂 Article 📅 2005 🏛 Elsevier Science 🌐 English ⚖ 223 KB

Global robust stability of delayed neura

Global robust stability of delayed neural networks with discontinuous activation functions

✍ Wang, Y.; Zuo, Y.; Huang, L.; Li, C. 📂 Article 📅 2008 🏛 The Institution of Engineering and Technology 🌐 English ⚖ 266 KB

Multistability of neural networks with d

Multistability of neural networks with discontinuous activation function

✍ Gan Huang; Jinde Cao 📂 Article 📅 2008 🏛 Elsevier Science 🌐 English ⚖ 721 KB