| Performance of Feedback BP Networks |
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| 摘 要： | ＰｅｒｆｏｒｍａｎｃｅｏｆＦｅｅｄｂａｃｋＢＰＮｅｔｗｏｒｋｓ￥ＬｕｏＳｉｗｅｉ；ＹａｎｇＷｕｊｉｅ＆ＺｈａｎｇＡｉｊｕｎ（Ｄｅｐｔ．ｏｆＣｏｍｐｕｔｅｒＳｃｉｅｎｃｅ＆Ｔｅｃｈｎｏｌｏｇｙ．ＮｏｒｔｈｅｒｎＪｉａｏｔｏｎｇＵｎｉｖｅｒｓｉｔｙ，Ｂｅ...
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Performance of Feedback BP Networks |
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| Abstract: | Through adding feedbacks in multi-layer BP networks, the network performance is improvedconsiderably compared with general BP network and Hopfield network, particularly the associative memorizing ability. In this paper, we analyze the two networks: feedback BP network and Hopfiled network andcompare the property between them. The conclusion shows that feedback BP network has more powerfulassociation memorizing ability than Hopfiled network. |
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| Keywords: | Neural network Algorithm BP network |
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