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一种局部性的神经元模型──CUSI神经元模型 被引量:1
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作者 翟军 冯英浚 《电子学报》 EI CAS CSCD 北大核心 1997年第11期113-115,共3页
本文提出CUSI神经元模型的一般形式,它充分利用局部范围内的经验样本信息,克服了现有神经网络的局限,进一步给出了它的学习算法和应用例子.
关键词 人工神经网络 cusi神经元 局部性
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深层重力流水道砂体储层预测方法及效果分析 被引量:3
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作者 张延章 李淑恩 +1 位作者 周宗良 石倩茹 《新疆地质》 CAS CSCD 2001年第2期138-141,共4页
由寻找单纯构造圈闭发展到岩性圈闭,及识别隐蔽非背斜岩性圈闭,如何准确地对该圈闭进行定量化储层预测描述,以及储层预测的精度、可靠性合理评价,一直是地质研究人员关注的问题。依靠高品质地震、地质、测井、钻井、分析化验等资料... 由寻找单纯构造圈闭发展到岩性圈闭,及识别隐蔽非背斜岩性圈闭,如何准确地对该圈闭进行定量化储层预测描述,以及储层预测的精度、可靠性合理评价,一直是地质研究人员关注的问题。依靠高品质地震、地质、测井、钻井、分析化验等资料,结合地球物理新技术、新方法,围绕深层重力流水道砂体如何从定性分析到定量预测这一核心问题,各种技术方法相互配合,成功地进行了多方法的砂体厚度预测、渗透砂体预测、物性参数预测。经钻井资料验证,均见到较好地质效果,为深层重力流水道砂体发育区的储层定量化预测摸索了一套行之有效的方法。 展开更多
关键词 重力流水道 砂体储层 微相聚类 地震反演 层速度分析 圈闭 神经网络
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Application of Seismic Inversion Using Logging Data as Constraints in Coalfield 被引量:3
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作者 许永忠 潘冬明 +1 位作者 张宝水 崔若飞 《Journal of China University of Mining and Technology》 2004年第1期22-25,共4页
Seismic inversion and basic theory are briefly presented and the main idea of this method is introduced. Both non-linear wave equation inversion technique and Complete Utilization of Samples Information (CUSI) neural ... Seismic inversion and basic theory are briefly presented and the main idea of this method is introduced. Both non-linear wave equation inversion technique and Complete Utilization of Samples Information (CUSI) neural network analysis are used in lithological interpretation in Jibei coal field. The prediction results indicate that this method can provide reliable data for thin coal exploitation and promising area evaluation. 展开更多
关键词 seismic data inversion cusi neural network wave impedance logging data thin coal seams
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Seismic Integrated Interpretation and Prediction on Channel Sandbody of Deep Layer at West Slope in Qikou Sag
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作者 Yuqiao Gao Li Liu +1 位作者 Yanzhang Zhang Xiaoming Sun 《Global Geology》 2003年第1期59-64,共6页
According to the seismic and geological differences among every oil measures in mid-deep layers at west slope in Qikou Sag, varieties of new techniques on geophysics and geochemistry were introduced , such as seismic ... According to the seismic and geological differences among every oil measures in mid-deep layers at west slope in Qikou Sag, varieties of new techniques on geophysics and geochemistry were introduced , such as seismic pro-cess of target and CWS, neural network seismic microfacies cluster analysis, 3D interval velocity analysis. Taking advan-tage of the series of new techniques aims at predicting synthetically and quantitatively the deep gravity flow channel sandbody. Furthermore, considering the structural setting data, potential structural-lithologic traps were specified. As a re-sult, the geological and drilling effect is obviously promoted. 展开更多
关键词 SEISMIC process of target CWS cusi network neural network SEISMIC MICROFACIES cluster analysis 3D INTERVAL velocity ANALYSIS
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