Computational neural networks driving complex analytical problem solving

Analytical Chemistry

Volumn 82, Issue 11, 2010, Pages 4307-4313

  Hanrahan, Grady ^a  

^a CALIFORNIA LUTHERAN UNIVERSITY   (United States)

Author keywords

[No Author keywords available]

Indexed keywords

ANALYTICAL CHEMISTRY; ANALYTICAL PROBLEMS; CHEMICAL RESEARCH; COMPUTATIONAL NEURAL NETWORKS;

PROBLEM SOLVING;

NEURAL NETWORKS;

ARTICLE; ARTIFICIAL NEURAL NETWORK; BIOLOGICAL MODEL; CHEMISTRY; COMPUTER SIMULATION; CYTOLOGY; HUMAN; METABOLISM; NERVE CELL; NERVE CELL NETWORK;

CHEMISTRY, ANALYTIC; COMPUTER SIMULATION; HUMANS; MODELS, BIOLOGICAL; NERVE NET; NEURAL NETWORKS (COMPUTER); NEURONS;

EID: 77952963419     PISSN: 00032700     EISSN: None     Source Type: Journal    
DOI: 10.1021/ac902636q     Document Type: Article

References (56)

1. Rumelhart, D. E. and McClelland, J. L. Parallel Distributed Processing: Explorations in the Microstructure of Cognition; MIT Press: Cambridge, MA, 1986.
2. Cottrell, G. W. Science 2006, 313, 454-455
3. McCulloch, W. and Pitts, W. B. Math. Biophys. 1946, 5, 115-133
4. Rosenblatt, F. Psych. Rev. 1958, 65, 386-408
5. Widrow, B. and Hoff, M. E. IRE WESCON Convention Record 1960, 4, 96-104
6. Minsky, M. L. and Papert, S. A. Perceptrons; MIT Press: Cambridge, MA, 1969.
7. García-Reiriz, A., Damiani, P. C., Olivieri, A. C., Cañada-Cañada, F., and Muñoz de la Peña, A. Anal. Chem. 2008, 80, 7248-7256
8. García-Reiriz, A., Damiani, P. C., Culzoni, M. J., Goicoechea, H. C., and Olivieri, A. C. Chemom. Intell. Lab. Syst. 2008, 92, 61-70
9. Janik, L. J., Forrester, S. T., and Rawson, A. Chemom. Intell. Lab. Syst. 2009, 97, 179-188
10. Rantanen, J., Räsänen, E., Antikainen, O., Mannermaa, J.-P., and Yliruusi, J. Chemom. Intell. Lab. Syst. 2001, 56, 51-58
11. Jalali-Heravi, M. and Kyani, A. QSAR Comb. Sci. 2007, 26, 1046-1059
12. Mosier, P. D., Counterman, A. E., Jurs, P. C., and Clemmer, D. E. Anal. Chem. 2002, 74, 1360-1370
13. Judge, K., Brown, C. W., and Hamel, L. Anal. Chem. 2008, 80, 4168-4192
14. Sugimoto, M., Kikuchi, S., Arita, M., Soga, T., Nishioka, T., and Tomita, M. Anal. Chem. 2005, 77, 78-84
15. Pina, F., Melo, M. J., Maestri, M., Passaniti, P., and Balzani, V. J. Am. Chem. Soc. 2000, 122, 4496-4498
16. Schalkoff, R. J. Artificial Neural Networks; McGraw-Hill: New York, 1997.
17. Burden, F. R. J. Chem. Inf. Comput. Sci. 1994, 34, 1229-1231
18. Gemperline, P. J., Long, J. R., and Gregoriou, V. G. Anal. Chem. 1991, 63, 2313-2323
19. Lavine, B. and Workman, J. Anal. Chem. 2006, 78, 4137-4145
20. Brown, S. D., Blank, T. B., Sum, S. T., and Weyer, L. G. Anal. Chem. 1994, 63, 207R-228R
21. Baczek, T., Buciński, A., Ivanov, A. R., and Kaliszan, R. Anal. Chem. 2004, 76, 1726-1732
22. Hopfield, J. J. Proc. Natl. Acad. Sci. U.S.A. 1982, 79, 2554-2558
23. Hopfield, J. J. Proc. Natl. Acad. Sci. U.S.A. 1984, 81, 3008-3092
24. Elman, J. L. Cogni. Science 1990, 14, 179-211
25. Yang, H. and Griffiths, P. R. Anal. Chem. 1999, 71, 3356-3364
26. Kohonen, T. Self-Organizing Maps, 3 rd ed.; Springer-Verlag: New York, 2001.
27. Hammer, B., Micheli, A., Sperduti, A., and Strickert, M. Neural Networks 2004, 17, 1061-1085
28. Zupan, J., Novič, M., and Ruisánchez, I. Chemom. Intell. Lab. Syst. 1997, 38, 1-23
29. Zupan, J. and Gasteiger, J. Neural Networks in Chemistry and Drug Design; Wiley: New York, 1999.
30. Lavine, B. K., Davidson, C. E., and Westover, D. J. J. Chem. Inf. Comput. Sci. 2004, 44, 1056-1064
31. Latino, D. A. R. S. and Aires-de-Sousa, J. Anal. Chem. 2007, 79, 854-862
32. Harrington, P. B., Urbas, A., and Wan, C. Anal. Chem. 2000, 72, 5004-5013
33. Harrington, P. B. Anal. Chem. 1998, 70, 1297-1306
34. Pelckmans, K., De Brabanter, J., Suykens, J. A. K, and De Moor, B. Neural Networks 2005, 18, 684-692
35. Amari, S. and Wu, S. Neural Networks 1999, 12, 783-789
36. Piotrowski, P. L., Sumpter, G. G., Malling, H. V., Wassom, J. S., Lu, P. Y., Brothers, R. A., Sega, G. A., Martin, S. A., and Parang, M. J. Chem. Inf. Model. 2007, 47, 676-685
37. Hebb, D. O. The Organization of Behaviour; John Wiley & Sons: New York, 1949.
38. Oja, E. J. Math. Biology 1982, 15, 267-273
39. Mackay, D. J. C. Neural Comput. 1992, 4, 415-447
40. Lampinen, J. and Vehtari, A. Neural Networks 2001, 14, 257-274
41. Moczko, E., Meglinski, I. V., Bessant, C., and Piletsky, S. A. Anal. Chem. 2009, 81, 2311-2316
42. Penny, W. D. and Roberts, S. J. Neural Networks 1999, 12, 877-892
43. Hwang, J. T. G. and Ding, A. A. J. Amer. Stat. Assoc. 1997, 92, 748-757
44. Anders, U. and Korn, O. Neural Networks 1999, 12, 309-323
45. Olivieri, A. C. and Faber, N. M. Validation and Error. In Comprehensive Chemometrics; Brown, S., Tauler, R., and Walczak, B., Eds.; Elsevier: Amsterdam, 2009; pp 91 - 120,.
46. Maier, H. R. and Dandy, G. C. Environ. Model. Soft. 2000, 15, 101-124
47. Harrington, P. D. B., Urbas, A., and Wan, C. Anal. Chem. 2000, 72, 5004-5013
48. Holena, M., Cukic, T., Rodemerck, U., and Linke, D. J. Chem. Inf. Model. 2008, 48, 274-282
49. Scott, D. J., Manos, S., and Coveney, P. V. J. Chem. Inf. Model. 2008, 48, 262-273
50. Goodacre, R., Shann, B., Gilbert, R. J., Timmons, E. M., McGovern, A. C., Alsberg, B. K., Kell, D. B., and Logan, N. A. Anal. Chem. 2000, 72, 119-127
51. Petritis, K., Kangas, L. J., Ferguson, P. L., Anderson, G. A., Paša-Toli, L., Lipton, M. S., Auberry, K. J., Strittmatter, E. F., Shen, Y., Zhao, R., and Smith, R. D. Anal. Chem. 2003, 75, 1039-1048
52. Riveros, T., Hanrahan, G., Muliadi, S., Arceo, J., and Gomez, F. A. Analyst 2009, 134, 2067-2070
53. Otto, M. Anal. Chem. 1990, 62, 797A-802A
54. Amini, M., Abbaspour, K. C., Berg, M., Winkel, L., Hug, S. J., Hoehn, E., Yang, H., and Johnson, A. Environ. Sci. Technol. 2008, 42, 3669-3675
55. Mazzatorta, P., Benfanati, E., Neagu, C. -D., and Gini, G. J. Chem. Inf. Comput. Sci. 2003, 43, 513-518
56. Spector, L. Artif. Intell. 2006, 170, 1251-1253