Lithofacies sequence recognition from well logs using time-delay neural networks

SPWLA 33rd Annual Logging Symposium

Volumn , Issue , 1992, Pages

  Liu, Rui Lin ^a   Zhou, Cheng Dang ^a   Jin, Zhen Wu ^a  

^a YANGTZE UNIVERSITY   (China)

Author keywords

[No Author keywords available]

Indexed keywords

BACKPROPAGATION ALGORITHMS; LEARNING ALGORITHMS; NEURAL NETWORKS; OIL FIELDS; PATTERN RECOGNITION; TIME DELAY; TIMING CIRCUITS; WELL LOGGING;

ERROR BACKPROPAGATION LEARNING ALGORITHM; INTER-RELATIONSHIPS; ISOLATED PATTERNS; SEQUENCE RECOGNITION; STATISTICAL PATTERN RECOGNITION; THREE-LAYER PERCEPTION; THREE-LAYER PERCEPTRON; TIME DELAY NEURAL NETWORKS;

OIL WELL LOGGING;

EID: 84922959627     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper

References (8)

1. H.Derek et al..Comparative Study of Backpropagation Neural Network and Statistical Pattern Recognition Tecnniques in Identifying Sand-stone Iithofacies, in Proceeding of Conference on Artificial Intelligence in Petroleum Exploration g Production .Texas A&M University.1990.P41-50.
2. V.Berteig et al..Lithofacies Prediction from Well logs.26th SPWLA, 1985.
3. J.L. Baldwin. R.M. Bateman and C.L. Wheatiey. Application of a Neural Network to the Problem of Mineral Identification from Well Logs. The Log Analyst. 1990. P279-293.
4. E.Saund, Dimensionality-Reduction Using Connection Networks.IEEE PAMI, vol.11.No.3.1989.p304-314.
5. R.P.Lippmann.Introduction to Computing with Neural Nets.IEEE ASSP Mag.. 1987, p4-22.
6. D.E.Rumelhart et al..Learning Internal Representation by Error Propagation, in Para I lei Distributed Processing, Vol. 1, MIT Press, 1986, P318-361.
7. B.lrie and S.Miyake.CapabiIities of Three-Layered Perceptron.IJCNN.1988.pi641-i648.
8. R.Hecht-Nienlsen.Theory of the Backpropagation Neural Network, IJCNN, 1989, pi593-i605.