CNN template robustness with different output nonlinearities

✍ Scribed by Paasio, Ari; Dawidziuk, Adam

• Publisher: John Wiley and Sons
• Year: 1999
• Tongue: English
• Weight: 131 KB
• Volume: 27
• Category: Article
• ISSN: 0098-9886
• DOI: 10.1002/(sici)1097-007x(199901/02)27:1<87::aid-cta42>3.0.co;2-v

✦ Synopsis

The robustness of the templates used in the normal unity gain operation is discussed. Some methods to improve a possibly poor template are given. Moreover, the positive range type of the cell output non-linearity and the robustness of the templates in that particular case are examined. Also methods for improving the robustness of the positive range templates are reported. Examples of increasing the robustness of di erent common templates are given.