| Investigating the Synthesis of RBF Networks |
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| 作者姓名： | V. David Sanchez A. |
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| 作者单位： | German Aerospace Research Establishment，DLR OberpfaffenhofenInstitute for Robottes and System DynamicsD-82230 Wessling，Germany |
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| 摘 要： | ＩｎｖｅｓｔｉｇａｔｉｎｇｔｈｅＳｙｎｔｈｅｓｉｓｏｆＲＢＦＮｅｔｗｏｒｋｓ￥Ｖ．ＤａｖｉｄＳａｎｃｈｅｚＡ．（ＧｅｒｍａｎＡｅｒｏｓｐａｃｅＲｅｓｅａｒｃｈＥｓｔａｂｌｉｓｈｍｅｎｔ，ＤＬＲＯｂｅｒｐｆａｆｆｅｎｈｏｆｅｎＩｎｓｔｉｔｕｔｅｆｏｒＲ...
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Investigating the Synthesis of RBF Networks |
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| V. David Sanchez A..Investigating the Synthesis of RBF Networks[J].Journal of Systems Engineering and Electronics,1996(3). |
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| Authors: | V David Sanchez A |
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| Abstract: | The approximation capability of RBF networks is investigated using a test function and a fixed finite number of training data. The test function used allows to confirm the recently introducedconcept of second derivative dependent placement of RBF centers. Different Gaussian RBF networksare trained varying the width and the number of centers (number of hidden units). The dependenceof the approximation error on these network parameters is studied experimentally. |
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| Keywords: | Approximation error Function approximation Neural network synthesis Number of hidden units Radial basis functions |
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