✦ LIBER ✦
A new element for parallel distributed processing network—learning distance product element
✍ Scribed by Satoshi Murayama; Hirokazu Yokoi
- Publisher
- John Wiley and Sons
- Year
- 1994
- Tongue
- English
- Weight
- 562 KB
- Volume
- 25
- Category
- Article
- ISSN
- 0882-1666
No coin nor oath required. For personal study only.
✦ Synopsis
Abstract
One of the factors which affect the convergence velocity in the learning by a parallel distributed processing network is the input/output characteristic of its elements. This paper proposes anew a learning distance product element to substitute for the conventional learning threshold elements, and performs the computer simulation of a three‐layered network with two inputs and one output using the learning distance product elements. As a result, it is confirmed that on average, learning is accelerated compared to the use of the learning threshold elements.