Quantifying olfactory perception: Mapping olfactory perception space by using multidimensional scaling and self-organizing maps

Neurocomputing

Volumn 52-54, Issue , 2003, Pages 591-597

  Mamlouk, Amir Madany ^a   Chee Ruiter, Christine ^b   Hofmann, Ulrich G ^a   Bower, James M ^c,d  

^a UNIVERSITY OF LÜBECK   (Germany)

^b CALIFORNIA INSTITUTE OF TECHNOLOGY   (United States)

^c UNIVERSITY OF TEXAS AT SAN ANTONIO   (United States)

^d UNIVERSITY OF TEXAS HEALTH SCIENCE CENTER AT SAN ANTONIO   (United States)

Author keywords

Multidimensional scaling; Olfactory perception; Self organizing maps

Indexed keywords

APPROXIMATION THEORY; DATABASE SYSTEMS; ODORS; SELF ORGANIZING MAPS;

OLFACTORY PERCEPTION;

SENSORY PERCEPTION;

ANALYTIC METHOD; ARTICLE; DATA ANALYSIS; DATA BASE; HUMAN; MATHEMATICAL ANALYSIS; MOLECULAR INTERACTION; ODOR; OLFACTORY SYSTEM; PRIORITY JOURNAL; SMELLING;

EID: 0038118647     PISSN: 09252312     EISSN: None     Source Type: Journal    
DOI: 10.1016/S0925-2312(02)00805-6     Document Type: Article

References (10)

1. Aldrich, Ed., Flavor and Fragrances Catalog, Sigma Aldrich Chemicals Company, Milwaukee, WI, 1996.
2. C.W.J. Chee-Ruiter, The biological sense of smell: olfactory search behavior and a metabolic view for olfactory perception, Ph.D. Thesis, California Institute of Technology, Pasadena, CA, 2000.
3. A. Dravnieks, Atlas of Odor Character Profiles, Data Series DS 61, ASTM, Philadelphia, PA, 1985.
4. A.K. Jain, R.C. Dubes, Algorithms for clustering data, Prentice-Hall Advanced Reference Series: Computer Science, NJ, 1988.
5. J.B. Kruskal, M. Wish, Multidimensional Scaling, Sage Publications, Beverly Hills, CA, 1978.
6. H. Ritter, T. Martinetz, K. Schulten, Neural Computation and Self-Organizing Maps: An Introduction, Addison-Wesley, Reading, MA, 1992.
7. S.S. Schiffman, Contributions to the physicochemical dimensions of odor: a psychophysical approach, Ann. N. Y. Acad. Sci. 237 (1974) 164-183
8. R.N. Shepard, A.K. Romney, S.B. Nerlove, Multidimensional Scaling: Theory and Applications in the Behavioural Sciences, Vol. I - Theory, Seminar Press, New York, 1972.
9. J. Vesanto, J. Himberg, E. Alhoniemi, J. Parhankangas, SOM Toolbox for Matlab 5, Report A57, Helsinki University of Technology, Neural Networks Research Centre, Espoo, Finland, 2000.
10. M.H. Woskow, Multidimensional scaling of odors, Ph.D. Thesis, University of California Los Angeles, Los Angeles, CA, 1964.