Distributed BOLD-response in association cortex vector state space predicts reaction time during selective attention

NeuroImage

Volumn 29, Issue 4, 2006, Pages 1311-1318

  Musso, Francesco ^a   Konrad, Andreas ^a   Vucurevic, Goran ^a   Schäffner, Cornelius ^a   Friedrich, Britta ^a   Frech, Peter ^a   Stoeter, Peter ^a   Winterer, Georg ^a  

^a UNIVERSITY MEDICAL CENTER MAINZ   (Germany)

Author keywords

Blood oxygenation level dependent; Independent component analysis; Reaction time; Selective attention; Vector state space

Indexed keywords

ADULT; ARTICLE; ASSOCIATION CORTEX; BLOOD OXYGENATION; COGNITION; CONTROLLED STUDY; ELECTROPHYSIOLOGY; FEMALE; FUNCTIONAL MAGNETIC RESONANCE IMAGING; HUMAN; HUMAN EXPERIMENT; INFORMATION PROCESSING; MALE; NORMAL HUMAN; PARIETAL LOBE; PREFRONTAL CORTEX; PRIORITY JOURNAL; REACTION TIME; SELECTIVE ATTENTION; TEMPORAL CORTEX;

ADULT; ATTENTION; BRAIN MAPPING; CEREBRAL CORTEX; DOMINANCE, CEREBRAL; EVENT-RELATED POTENTIALS, P300; FEMALE; HUMANS; IMAGE ENHANCEMENT; IMAGE PROCESSING, COMPUTER-ASSISTED; IMAGING, THREE-DIMENSIONAL; LINEAR MODELS; MAGNETIC RESONANCE IMAGING; MALE; NERVE NET; NEURONS; OXYGEN; PATTERN RECOGNITION, VISUAL; PRINCIPAL COMPONENT ANALYSIS; REACTION TIME;

EID: 31844434619     PISSN: 10538119     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.neuroimage.2005.07.059     Document Type: Article

References (50)

1. T.D. Albright, R. Desimone, and C.G. Gross Columnar organization of directionally selective cells in visual area MT of macaques J. Neurophysiol. 51 1984 16 31
2. A. Bartels, and S. Zeki Brain dynamics during natural viewing conditions-A new guide for mapping connectivity in vivo NeuroImage 24 2005 339 349
3. C.F. Beckmann, and S.M. Smith Probabilistic independent component analysis for functional magnetic resonance imaging IEEE Trans. Med. Imaging 23 2004 137 152
4. C.F. Beckmann, and S.M. Smith Tensorial extensions of independent component analysis for multi-subject fMRI analysis NeuroImage 25 2005 294 311
5. T. Behrens, M.W. Woolrich, and S. Smith Multi-Subject Null Hypothesis Testing Using a Fully Bayesian Framework: Theory 2003 Human Brain Mapping Meeting New York City
6. A.J. Bell, and T.J. Sejnowski An information-maximization approach to blind separation and blind deconvolution Neural Comput. 7 1995 1129 1159
7. K.H. Britten, M.N. Shadlen, W.T. Newsome, and J.A. Movshon The analysis of visual motion: a comparison of neuronal and psychophysical performance J. Neurosci. 12 1992 4745 4765
8. P.S. Churchland Brain-Wise. Studies in Neurophilosophy 2002 MIT Press Cambridge
9. P.S. Churchland, and T.J. Sejnowski The Computational Brain 1992 MIT Press Cambridge
10. P. Comon Independent component analysis-A new concept? Signal Process. 36 1994 287 314
11. J.G. Daugman Entropy reduction and decorrelation in visual coding by oriented neural receptive fields IEEE Trans. Biomed. Eng. 36 1989 107 114
12. D.J. Field What is the goal of sensory coding? Neural Comput. 6 1994 559 601
13. M.B. First, R.L. Spitzer, M. Gibbon, and J.B. Williams The Structured Clinical Interview for DSM-IV Axis I Disorders Research Version (SCID-1) 1995 New York State New York
14. D.C. Fitzpatrick, R. Batra, T.R. Stanford, and S. Kuwada A neuronal population code for sound localization Nature 388 1997 871 874
15. S.D. Forman, J.D. Cohen, M. Fitzgerald, W.F. Eddy, M.A. Mintun, and D.C. Noll Improved assessment of significant activation in functional magnetic resonance imaging (fMRI): use of a cluster-size threshold Magn. Reson. Med. 33 1995 636 647
16. K.J. Friston, K.J. Worsley, R.S.J. Frakowiak, J.C. Mazziotta, and A.C. Evans Assessing the significance of focal activations using their spatial extent Hum. Brain Mapp. 1 1994 214 220
17. W.S. Geisler, and D.G. Albrecht Visual cortex neurons in monkeys and cats: detection, discrimination, and identification Vis. Neurosci. 14 1997 897 919
18. A.P. Georgopoulos, A.B. Schwartz, and R.E. Kettner Neuronal population coding of movement direction Science 233 1986 1416 1419
19. A.A. Ghazanfar, C.R. Stambaugh, and M.A.L. Nicolelis Encoding of tactile stimulus location by somatosensory thalamocortical ensembles J. Neurosci. 20 2000 3761 3775
20. E. Halgren, P. Baudena, J.M. Clarke, G. Heit, C. Liegeois, P. Chauvel, and A. Musolino Intracerebral potentials to rare target and distractor auditory and visual stimuli: I. Superior temporal plane and parietal lobe Electroencephalogr. Clin. Neurophysiol. 94 1995 191 220
21. E. Halgren, P. Baudena, J.M. Clarke, G. Heit, K. Marinkovic, B. Devaux, J.P. Vignal, and A. Biraben Intracerebral potentials to rare target and distractor auditory and visual stimuli: II. Medial, lateral and posterior temporal lobe Electroencephalogr. Clin. Neurophysiol. 94 1995 229 250
22. L. Itti, and C. Koch Computational modelling of visual attention Nat. Rev., Neurosci 2 2001 194 203
23. M. Jenkinson, P. Bannister, J. Brady, and S. Smith Improved optimisation for the robust and accurate linear registration and motion correction of brain images NeuroImage 17 2002 825 841
24. C. Jutten, and J. Herault Blind separation of sources: Part I. An adaptive algorithm based on neuromimetic architecture Signal Process. 24 1991 1 10
25. J. Karhunen, and J. Joutsensalo Generalizations of principle component analysis, optimization problems, and neural networks Neural Netw. 8 1995 549 562
26. G. Kruger, and H. Glover The physiological noise in oxygen-sensitive magnetic resonance imaging Magn. Reson. Imaging 46 2001 631 637
27. D. Lee, N.L. Port, W. Kruse, and A.P. Georgopoulos Variability and correlated noise in the discharge of neurons in motor and parietal areas of the primate cortex J. Neurosci. 18 1998 1161 1170
28. D.E.J. Linden, D. Pruvlovic, E. Formisano, M. Vollinger, F.E. Zanella, R. Goebel, and T. Dierks The functional neuroanatomy of target detection: an fMRI study of visual and auditory oddball tasks Cereb. Cortex 9 1999 815 823
29. N.K. Logothetis, J. Pauls, M. Augath, T. Trinath, and A. Oeltermann Neurophysiological investigation of the basis of the fMRI signal Nature 412 2001 150 157
30. S. Makeig, A.J. Bell, T.-P. Jung, D. Ghahremani, and T.J. Sejnowski Blind separation of auditory event-related responses into independent components Proc. Natl. Acad. Sci. U. S. A. 94 1997 10979 10984
31. E.M. Maynard, N.G. Hatsopoulos, C.L. Ojakangas, B.D. Acuna, J.N. Sanes, R.A. Normann, and J.P. Donoghue Neuronal interactions improve cortical population coding of movement direction J. Neurosci. 19 1999 8083 8093
32. G. McCarthy, M. Luby, J. Gore, and P. Goldman-Rakic Infrequent events transiently activate human prefrontal and parietal cortex as measured by functional MRI J. Neurophysiol. 77 1997 1630 1634
33. M.J. McKeown, S. Makeig, G.G. Brown, T.-P. Jung, S.S. Kindermann, A.J. Bell, and T.J. Sejnowski Analysis of fMRI data by blind separation into independent spatial components Hum. Brain Mapp. 6 1998 160 188
34. V. Menon, J.M. Ford, K.O. Lim, G.H. Glover, and A. Pfefferbaum Combined event related fMRI and EEG evidence for temporo-parietal cortex activation during target detection NeuroReport 8 1997 3029 3037
35. Minka, T.P., 2000. Automatic Choice of Dimensionality for PCA. Technical Report 514. MIT Media Lab., Boston, MA.
36. M.J. Nichols, and W.T. Newsome Middle temporal visual area microstimulation influences veridical judgements of motion direction J. Neurosci. 22 2002 9530 9540
37. B. Optiz, A. Mecklinger, A.D. Friederici, and D.Y. Van Cramon The functional neuroanatomy of novelty processing: integrating ERP and fMRI results Cereb. Cortex 99 1999 379 391
38. G. Rainer, M. Augath, T. Trinath, and N.K. Logothetis Nonmonotonic noise tuning of BOLD fMRI signal to natural images in the visual cortex of the anesthesized monkey Curr. Biol. 11 2001 846 854
39. M. Shamir, and H. Somopinsky Nonlinear population codes Neural Comput. 16 2004 1105 1136
40. R.B. Silberstein, J. Song, P.L. Nunez, and W. Park Dynamic sculpting of brain functional connectivity is correlated with performance Brain Topogr. 16 2004 249 254
41. S. Smith Fast robust automated brain extraction Hum. Brain Mapp. 17 2002 143 155
42. H. Sompolinsky, H. Yoon, K. Kang, and M. Shamir Population coding in neuronal systems with correlated noise Phys. Rev., E 64 2001 051904
43. W.E. Vinje, and D.G. Gallant Sparse coding and decorrelation in primary visual cortex during natural vision Science 287 2000 1273 1276
44. R. Vogels, W. Spileers, and G.A. Orban The response variability of striate cortical neurons in the behaving monkey Exp. Brain Res. 77 1989 432 436
45. G. Winterer, M. Ziller, B. Klöppel, A. Heinz, L.G. Schmidt, and W.M. Herrmann Analysis of quantitative EEG with artificial neural networks and discriminant analysis-A methodological comparison Neuropsychobiology 37 1998 41 48
46. G. Winterer, C. Mulert, S. Mientus, J. Gallinat, P. Schlattmann, H. Dorn, and WM. Herrmann P300 and LORETA: comparison of normal subjects and schizophrenic patients Brain Topogr. 13 2001 299 313
47. G. Winterer, C.A. Adams, D.W. Jones, and B. Knutson Volition to action-An event-related fMRI study NeuroImage 17 2002 851 858
48. M.W. Woolrich, B.D. Ripley, J.M. Brady, and S.M. Smith Temporal autocorrelation in univariate linear modelling of FMRI data NeuroImage 14 2001 1370 1386
49. K.J. Worsley, A.C. Evans, S. Marrett, and P. Neelin A three-dimensional statistical analysis for CBF activation studies in human brain J. Cereb. Blood Flow Metab. 12 1992 900 918
50. E. Zohary, M.N. Shadlen, and W.T. Newsome Correlated neuronal discharge rate and its implications for psychophysical performance Nature 370 1994 140 143