|
|
Article: Study findings on neural networks are outlined in reports from Kyushu University.(Report)
- Article from:
- Robotics & Machine Learning
- Article date:
- November 16, 2009
CopyrightCOPYRIGHT 2009 NewsRX. This material is published under license from the publisher through the Gale Group, Farmington Hills, Michigan. All inquiries regarding rights should be directed to the Gale Group. (Hide copyright information)
|
According to recent research from Fukuoka, Japan, "In this paper, we define the naturalness of handwritten characters as being the difference between the strokes of the handwritten characters and the archetypal fonts on which they are based. With this definition, we mathematically analyze the relationship between the font and its naturalness using canonical correlation analysis (CCA), multiple linear regression analysis, feedforward neural networks (FFNNs) with sliding windows, and recurrent neural networks (RNNs)."
"This analysis reveals that certain properties of font character strokes do not have a linear relationship with their naturalness. In turn, this ...