| 課程編碼 Course Code | 中文課程名稱 Course Name (Chinese) | 英文課程名稱 Course Name (English) | 總學分數 Credits | 總時數 Hours |
|---|---|---|---|---|
| 3736035 | 高等類神經網路應用 | Applications of Artificial Neural Networks | 3.0 | 3 |
| 中文概述 Chinese Description | 本課程之主要目的除介紹基本之類神經理論外，更在於運用現有之類神經網路於工業工程領域內之相關運用，將以現有之資料庫實地解決分類、分群、預測、監控等實際問題，使學生能夠了解類神經網路之基礎理論外，更可深入運用此工具。 | |||
| 英文概述 English Description | The objective of this course is not only to explore the basic theoretical basis of Neural Networks, but also further introduce the versatility the applications of artificial neural networks. This course will briefly review the essence of Perceptron, Backpropagation, ART, Hopfield NN, and Fuzzy Neural Networks, and then adopts the data (offered by public database such as UCI) to on-hand practice in applying ANN in classification, clustering, prediction and diagnostics. | |||
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