Decomposition of skin conductance data by means of nonnegative deconvolution

Psychophysiology

Volumn 47, Issue 4, 2010, Pages 647-658

  Benedek, Mathias ^a,b   Kaernbach, Christian ^a  

^a UNIVERSITY OF KIEL   (Germany)

^b UNIVERSITY OF GRAZ   (Austria)

Author keywords

Decomposition; Deconvolution; EDA; Electrodermal activity; SCR; Skin conductance

Indexed keywords

ADULT; ALGORITHM; ARTICLE; ELECTRODERMAL RESPONSE; FEMALE; HUMAN; MALE; PHYSIOLOGY; STATISTICAL ANALYSIS; STATISTICAL MODEL; SWEATING; YOUNG ADULT;

ALGORITHMS; DATA INTERPRETATION, STATISTICAL; FEMALE; GALVANIC SKIN RESPONSE; HUMANS; MALE; MODELS, STATISTICAL; SWEATING; YOUNG ADULT;

EID: 77953404885     PISSN: 00485772     EISSN: 14698986     Source Type: Journal    
DOI: 10.1111/j.1469-8986.2009.00972.x     Document Type: Article

References (39)

1. Alexander, D. M., Trengove, C., Johnston, P., Cooper, T., August, J. P. Gordon, E. (2005). Separating individual skin conductance responses in a short interstimulus-interval paradigm. Journal of Neuroscience Methods, 146, 116 123.
2. Barry, R. J., Feldman, S., Gordon, E., Cocker, K. I. Rennie, C. (1993). Elicitation and habituation of electrodermal orienting response in a short interstimulus interval paradigm. International Journal of Psychophysiology, 15, 247 253.
3. Bini, G., Hagebarth, K.-E., Hynninen, P. Wallin, B. G. (1980). Thermoregulatory and rhythm-generating mechanisms governing the sudomotor and vasoconstrictor outflow in human cutaneous nerves. Journal of Physiology, 306, 537 552.
4. Boucsein, W. (1992). Electrodermal activity.
5. Critchley, H. D., Elliott, R., Mathias, C. J. Dolan, R. J. (2000). Neural activity relating to generation and representation of galvanic skin conductance responses: A functional magnetic resonance imaging study. The Journal of Neuroscience, 20 (8), 3033 3040.
6. Dawson, M. E., Schell, A. M. Filion, D. L. (2007). The electrodermal system. In J. T. Cacioppo, L. G. Tassinary G. G. Berntson (Eds.), Handbook of psychophysiology (pp. 159 181).
7. Decomyn, F. (1998). Foundations of neurobiology.
8. Edelberg, R. (1967). Electrical properties of the skin. In C. C. Brown (Ed.) Methods in psychophysiology (pp. 1 53).
9. Edelberg, R. (1973). Mechanisms of electrodermal adaptations for locomotion, manipulation, or defense. In E. Stellar J. M. Sprague (Eds.), Progress in physiological psychology (Vol. 5, pp. 155 209).
10. Edelberg, R. (1993). Electrodermal mechanisms: A critique of the two-effector hypothesis and a proposed replacement. In J. C. Roy, W. Boucsein, D. C. Fowles J. H. Gruzelier (Eds.) Progress in electrodermal research (pp. 7 29).
11. Evans, B. J. (1995). Long division revisited. The Leading Edge, 14 (10), 1039 1042.
12. Foerster, F. (1984). Computerprogramme zur Biosignalanalyse.
13. Fowles, D. C., Christie, M. J., Edelberg, R., Grings, W. W., Lykken, D. T. Venables, P. H. (1981). Publication recommendations for electrodermal measurements. Psychophysiology, 18 (3), 232 239.
14. Freedman, L. W., Scarpa Scerbo, A., Dawson, M. E., Raine, A., McClure, W. O. Venables, P. H. (1994). The relationship of sweat gland count to electrodermal activity. Psychophysiology, 31, 196 200.
15. Garret, E. R. (1994). The Bateman function revisited: A critical reevaluation of the quantitative expressions to characterize concentrations in the one compartment body model as a function of time with first-order invasion and first-order elimination. Journal of Pharmacokinetics and Biopharmaceutics, 22 (2), 103 128.
16. Grings, W. W. Schell, A. M. (1969). Magnitude of electrodermal response to a standard stimulus as a function of intensity and proximity of a prior stimulus. Journal of Comparative and Physiological Psychology, 67, 77 82.
17. Jänig, W. (2006). The integrative action of the autonomic nervous system. Neurobiology of homeostasis.
18. Kennedy, W. R., Wendelschafer-Crabb, G. Brelje, T. C. (1994). Innervation and vasculature of human sweat glands: An immunohistochemistry-laser scanning confocal fluorescence microscopy study. The Journal of Neuroscience, 14 (11), 6825 6833.
19. Kunimoto, M., Kirnö, K., Elam, M. Wallin, B. G. (1991). Neuroeffector characteristics of sweat glands in the human hand activated by regular neural stimuli. Journal of Physiology, 442, 391 411.
20. Levinson, D. F. Edelberg, R. (1985). Scoring criteria for response latency and habituation in electrodermal research: A critique. Psychophysiology, 22 (4), 417 426.
21. Lim, C. L., Gordon, E., Rennie, C., Wright, J. J., Behramali, H., Li, W. M., et al 1999). Dynamics of SCR, EEG, and ERP activity in an oddball paradigm with short interstimulus intervals. Psychophysiology, 36 (5), 543 551.
22. Lim, C. L., Rennie, C., Barry, R. J., Bahramali, H., Lazzaro, I., Manor, B. Gordon, E. (1997). Decomposing skin conductance into tonic and phasic components. International Journal of Psychophysiology, 25, 97 109.
23. Lim, C. L., Seto-Poon, M., Clouston, P. D. Morris, J. G. L. (2003). Sudomotor nerve conduction velocity and central processing time of the skin conductance response. Clinical Neurophysiology, 114, 2172 2180.
24. Macefield, V. G. Wallin, B. G. (1996). The discharge behaviour of single sympathetic neurons supplying human sweat glands. Journal of the Autonomic Nervous System, 61, 277 286.
25. Macefield, V. G. Wallin, B. G. (1999). Respiratory and cardiac modulation of single sympathetic vasoconstrictor and sudomotor neurons to human skin. Journal of Physiology, 516 (1), 303 314.
26. Millington, P. F. Wilkinson, R. (1983). Skin.
27. Nishiyama, T., Sugenoya, J., Matsumoto, T., Iwase, S. Mano, T. (2001). Irregular activation of individual sweat glands in human sole observed by videomicroscopy. Autonomic Neuroscience: Basic and Clinical, 88, 117 126.
28. Recio, G., Schlacht, A. Sommer, W. (2009). Effects of inter-stimulus interval on skin conductance responses and event-related potentials in a Go/NoGo task. Biological Psychology, 80 (2), 246 250.
29. Riedl, B., Nischik, M., Birklein, F., Neundörfer, B. Handwerker, H. O. (1998). Spatial extension of sudomotor axon reflex sweating in human skin. Journal of the Autonomic Nervous System, 69, 83 88.
30. Schmelz, M., Schmidt, R., Bickel, A., Torebjörk, H. E. Handwerker, J. O. (1998). Innervation territories of single sympathetic C fibers in human skin. Journal of Neurophysiology, 79, 1653 1660.
31. Schneider, R. L. (1987). A mathematical model of human skin conductance. Psychophysiology, 24 (5), 610.
32. Snyman, J. A. (2005). Practical mathematical optimization: An introduction to basic optimization theory and classical and new gradient-based algorithms.
33. Sugenoya, J., Iwase, S., Mano, T. Ogawa, T. (1990). Identification of sudomotor activity in cutaneous sympathetic nerves using sweat expulsion as the effector response. European Journal of Applied Physiology, 61, 302 308.
34. Thom, E. (1988). Die Hamburger EDA - Auswertung. In W. Boucsein (Ed), Elektrodermale Aktivität. Grundlagen, Methoden und Anwendungen (pp. 501 514).
35. Traxel, W. (1957). Über das Zeitmaß der psychogalvanischen Reaktion. Zeitschrift für Psychologie, 161, 282 291.
36. Vallbo, Å. B., Hagbarth, K.-E. Wallin, B. G. (2004). Microneurography: How the technique developed and its role in the investigation of the sympathetic nervous system. Journal of Applied Physiology, 96, 1262 1269.
37. Venables, P. H. Christie, M. J. (1980). Electrodermal activity. In I. Martin P. H. Venables (Eds.), Techniques in psychophysiology (pp. 3 67).
38. Wenger, C. B. (2003). Thermoregulation. In I. M. Freedberg, A. Z. Eisen, K. Wolff, K. F. Austen, L. A. Goldsmith S. I. Katz (Eds.), Dermatology in general medicine (Volume 1, pp. 119 127).
39. Wright, J. J., Robinson, P. A., Rennie, C. J., Gordon, E., Bourke, P. D., Chapman, C. L., et al 2001). Toward an integrated continuum model of cerebral dynamics: The cerebral rhythms, synchronous oscillation and cortical stability. BioSystems, 63, 71 88.