Associative learning increases trial-by-trial similarity of BOLD-MRI patterns

Journal of Neuroscience

Volumn 31, Issue 33, 2011, Pages 12021-12028

  Visser, Renée M ^a   Scholte, H Steven ^a   Kindt, Merel ^a  

^a UNIVERSITY OF AMSTERDAM   (Netherlands)

Author keywords

[No Author keywords available]

Indexed keywords

ADULT; AMPLITUDE MODULATION; ARTICLE; ASSOCIATION; BOLD SIGNAL; CONDITIONING; CONTROLLED STUDY; FEAR; FEMALE; FOLLOW UP; HUMAN; HUMAN EXPERIMENT; IMAGE ANALYSIS; MALE; NORMAL HUMAN; NUCLEAR MAGNETIC RESONANCE IMAGING; PRIORITY JOURNAL; REINFORCEMENT; STATE DEPENDENT LEARNING; STIMULUS RESPONSE;

ADOLESCENT; ADULT; ASSOCIATION LEARNING; BRAIN; CONDITIONING, CLASSICAL; FEAR; FEMALE; HUMANS; MAGNETIC RESONANCE IMAGING; MALE; PHOTIC STIMULATION; PSYCHOMOTOR PERFORMANCE; YOUNG ADULT;

EID: 80051714086     PISSN: 02706474     EISSN: 15292401     Source Type: Journal    
DOI: 10.1523/JNEUROSCI.2178-11.2011     Document Type: Article

References (33)

1. Benjamini Y, Hochberg Y (1995) Controlling the false discovery rate: a new and powerful approach to multiple testing. J Roy Stat Soc B 57:1289-1300.
2. Bradley MM (2009) Natural selective attention: orienting and emotion. Psychophysiology 46:1-11.
3. Büchel C, Morris J, Dolan RJ, Friston KJ (1998) Brain systems mediating aversive conditioning: an event-related fMRI study. Neuron 20:947-957.
4. Cohen J (1988) Statistical power analysis for the behavioral sciences, 2nd ed. Mahwah: Lawrence Erlbaum Associates.
5. Damaraju E, Huang YM, Barrett LF, Pessoa L (2009) Affective learning enhances activity and functional connectivity in early visual cortex. Neuropsychologia 47:2480-2487.
6. Eickhoff SB, Paus T, Caspers S, Grosbras MH, Evans AC, Zilles K, Amunts K (2007) Assignment of functional activations to probabilistic cytoarchitectonic areas revisited. Neuroimage 36:511-521.
7. Ethofer T, Van De Ville D, Scherer K, Vuilleumier P (2009) Decoding of emotional information in voice-sensitive cortices. Curr Biol 19:1028-1033.
8. Haxby JV, Gobbini MI, Furey ML, Ishai A, Schouten JL, Pietrini P (2001) Distributed and overlapping representations of faces and objects in ventral temporal cortex. Science 293:2425-2430.
9. Keil A, Stolarova M, Moratti S, Ray WJ (2007) Adaptation in human visual cortex as a mechanism for rapid discrimination of aversive stimuli. Neuroimage 36:472-479.
10. Kriegeskorte N, Mur M, Bandettini PA (2008) Representational similarity analysis: connecting the branches of systems neuroscience. Front Sys Neurosci 2:1-28.
11. LaBar KS, Gatenby JC, Gore JC, LeDoux JE, Phelps EA (1998) Human amygdala activation during conditioned fear acquisition and extinction: a mixed-trial fMRI study. Neuron 20:937-945.
12. LeDoux JE (2000) Emotion circuits in the brain. Annu Rev Neurosci 23:155-184.
13. Li S, Mayhew SD, Kourtzi Z (2009) Learning shapes the representation of behavioral choice in the human brain. Neuron 62:441-452.
14. Li W, Howard JD, Parrish TB, Gottfried JA (2008) Aversive learning enhances perceptual and cortical discrimination of indiscriminable odor cues. Science 319:1842-1845.
15. Lim SL, Padmala S, Pessoa L (2009) Segregating the significant from the mundane on a moment-to-moment basis via direct and indirect amygdala contributions. Proc Natl Acad Sci U S A 106:16841-16846.
16. Mechias ML, Etkin A, Kalisch R (2010) A meta-analysis of instructed fear studies: implications for conscious appraisal of threat. Neuroimage 49:1760-1768.
17. Morris JS, Dolan RJ (2004) Dissociable amygdala and orbitofrontal responses during reversal fear conditioning. Neuroimage 22:372-380.
18. Norman KA, Polyn SM, Detre GJ, Haxby JV (2006) Beyond mind-reading: multi-voxel pattern analysis of fMRI data. Trends Cogn Sci 10:424-430.
19. Padmala S, Pessoa L (2008) Affective learning enhances visual detection and responses in primary visual cortex. J Neurosci 28:6202-6210.
20. Pavlov IP, ed (1927) Conditioned reflexes: an investigation of the physiological activity of the cerebral cortex. Oxford: Oxford UP.
21. Pessoa L (2008) On the relationship between emotion and cognition. Nat Rev Neurosci 9:148-158.
22. Pessoa L, Adolphs R (2010) Emotion processing and the amygdala: from a 'low road' to 'many roads' of evaluating biological significance. Nat Rev Neurosci 11:773-783.
23. Polyn SM, Natu VS, Cohen JD, Norman KA (2005) Category-specific cortical activity precedes retrieval during memory search. Science 310:1963-1966.
24. Sabatinelli D, Lang PJ, Bradley MM, Costa VD, Keil A (2009) The timing of emotional discrimination in human amygdala and ventral visual cortex. J Neurosci 29:14864-14868.
25. Seger CA, Miller EK (2010) Category learning in the brain. Annu Rev Neurosci 33:203-219.
26. Sehlmeyer C, Schöning S, Zwitserlood P, Pfleiderer B, Kircher T, Arolt V, Konrad C (2009) Human fear conditioning and extinction in neuroimaging: a systematic review. PLoS One 4:e5865.
27. Tabachnick B, Fidell L (2007) Using multivariate statistics. Boston: Pearson Education.
28. Tottenham N, Tanaka JW, Leon AC, McCarry T, Nurse M, Hare TA, Marcus DJ, Westerlund A, Casey BJ, Nelson C (2009) The NimStim set of facial expressions: judgements from untrained research participants. Psychiatry Res 168:242-249.
29. van den Hout MA, De Jong P, Kindt M (2000) Masked fear words produce increased SCRs: an anomaly foröhman's theory of pre-attentive processing in anxiety. Psychophysiology 37:283-288.
30. Vuilleumier P, Driver J (2007) Modulation of visual processing by attention and emotion: windows on causal interactions between human brain regions. Philos Trans R Soc Lond B Biol Sci 362:837-855.
31. Woolrich MW, Ripley BD, Brady M, Smith SM (2001) Temporal autocorrelation in univariate linear modeling of FMRI data. Neuroimage 14:1370-1386.
32. Xue G, Dong Q, Chen C, Lu Z, Mumford JA, Poldrack RA (2010) Greater neural pattern similarity across repetitions is associated with better memory. Science 330:97-101.
33. Zhang J, Meeson A, Welchman AE, Kourtzi Z (2010) Learning alters the tuning of functional magnetic resonance imaging patterns for visual forms. J Neurosci 30:14127-14133.