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Author:

郝冬梅 (郝冬梅.) | 阮晓钢 (阮晓钢.) (Scholars:阮晓钢)

Indexed by:

CQVIP

Abstract:

为了识别三种智力作业下的EEG信号,用AR模型表示EEG信号,用含一个隐层的前馈型神经网络作分类器,用误差弹性反传法训练网络,用重叠交互确认方式防止过拟合并对分类结果进行了测试.结果显示,测试集的平均正确率为76.7%.

Keyword:

前馈型神经网络 脑电 AR模型 弹性反传法 重叠交互确认

Author Community:

  • [ 1 ] [郝冬梅]北京工业大学
  • [ 2 ] [阮晓钢]北京工业大学

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Source :

数理医药学杂志

ISSN: 1004-4337

Year: 2003

Issue: 6

Volume: 16

Page: 490-493

Cited Count:

WoS CC Cited Count: 0

SCOPUS Cited Count:

ESI Highly Cited Papers on the List: 0 Unfold All

WanFang Cited Count: 2

Chinese Cited Count:

30 Days PV: 2

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