A higher-order neural net incorporated with fuzzy concept in learning procedure is proposed. This net is called fuzzy functional-link net. Fuzzy functional-link net is applied to the seismic trace editing to determine the good or bad recording. Perceptron with pocket learning algorithm and multi-layer perceptron are also applied to the seismic trace editing. Compared with the classification results, fuzzy functional-link net has good performance in learning time and recognition rate.
|Number of pages||4|
|State||Published - 1 Dec 1994|
|Event||Proceedings of the 1994 IEEE International Conference on Neural Networks. Part 1 (of 7) - Orlando, FL, USA|
Duration: 27 Jun 1994 → 29 Jun 1994
|Conference||Proceedings of the 1994 IEEE International Conference on Neural Networks. Part 1 (of 7)|
|City||Orlando, FL, USA|
|Period||27/06/94 → 29/06/94|