Abstract
We engage the world through our senses. During perception, physical signals (e.g., sound waves) are converted into electrical signals in specialized receptors and conveyed to the brain where they are processed and synthesized. In this chapter, we describe how MRI can provide critical insights into this process at both cortical and subcortical levels. In particular, we highlight similarities and differences in perceptual processing between the different sensory modalities. First, we describe the parallel and hierarchical sensory pathways, with neural representations growing in complexity from simple (e.g., orientation, frequency) to more complex (e.g., faces, speech) features. Second, we look at cortical organization, focusing on topographical maps, which reflect the organization of the receptors on the sensory surfaces, as well as higher-order organization such as category selectivity. We also emphasize that perception is driven by both bottom-up (sensory driven) and top-down (internally generated) signals, integrating our prior knowledge and attention in shaping our current percepts. Finally, we discuss how perception is highly malleable and influenced by experience from development through adulthood and from short (seconds) to long (years) time scales.
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Abbreviations
- BA:
-
Brodmann area
- BOLD:
-
Blood oxygenation dependent
- EPI:
-
Echoplanar imaging
- FFA:
-
Fusiform face area
- LGN:
-
Lateral geniculate nucleus
- MVPA:
-
Multi-voxel pattern analysis
- OTC:
-
Occipitotemporal cortex
- PPA:
-
Parahippocampal place area
- SVM:
-
Support vector machines
- V1:
-
Primary visual cortex
- V2:
-
Prestriate cortex
- V3:
-
Extrastriate visual area V3
- V4:
-
Extrastriate visual area V4
- V5/MT:
-
Extrastriate visual area V5/MT (middle temporal)
References
Adrian E (1950) Sensory discrimination: with some recent evidence from the olfactory organ. Br Med Bull 6:330–332
Aguirre GK (2007) Continuous carry-over designs for fMRI. Neuroimage 35:1480–1494
Aguirre GK, Zarahn E, D’Esposito M (1998) An area within human ventral cortex sensitive to “building” stimuli: evidence and implications. Neuron 21:373–383
Aguirre GK, D’Esposito M (1999) Topographical disorientation: a synthesis and taxonomy. Brain 122(Pt 9):1613–1628
Amedi A, Malach R, Hendler T, Peled S, Zohary E (2001) Visuo-haptic object-related activation in the ventral visual pathway. Nat Neurosci 4(3):324–330
Amedi A, Raz N, Pianka P, Malach R, Zohary E (2003) Early ‘visual’ cortex activation correlates with superior verbal memory performance in the blind. Nat Neurosci 6:758–766
Amedi A, Malach R, Pascual-Leone A (2005) Negative BOLD differentiates visual imagery and perception. Neuron 48:859–872
Arcaro MJ, McMains SA, Singer BD, Kastner S (2009) Retinotopic organization of human ventral visual cortex. J Neurosci 29:10638–10652
Arichi T, Moraux A, Melendez A, Doria V, Groppo M, Merchant N, Combs S, Burdet E, Larkman DJ, Counsell SJ, Beckmann CF, Edwards AD (2010) Somatosensory cortical activation identified by functional MRI in preterm and term infants. Neuroimage 49:2063–2071
Arzi A, Sobel N (2011) Olfactory perception as a compass for olfactory neural maps. Trends Cogn Sci 15:537–545
Baker CI, Peli E, Knouf N, Kanwisher NG (2005) Reorganization of visual processing in macular degeneration. J Neurosci 25:614–618
Baker CI, Liu J, Wald LL, Kwong KK, Benner T, Kanwisher N (2007) Visual word processing and experiential origins of functional selectivity in human extrastriate cortex. Proc Natl Acad Sci U S A 104:9087–9092
Baker CI, Dilks DD, Peli E, Kanwisher N (2008) Reorganization of visual processing in macular degeneration: replication and clues about the role of foveal loss. Vision Res 48:1910–1919
Bandettini PA (2009) What’s new in neuroimaging methods? Ann N Y Acad Sci 1156:260–293
Bandettini PA, Jesmanowicz A, Van Kylen J, Birn RM, Hyde JS (1998) Functional MRI of brain activation induced by scanner acoustic noise. Magn Reson Med 39:410–416
Barton JJ, Cherkasova M (2003) Face imagery and its relation to perception and covert recognition in prosopagnosia. Neurology 61(2):220–225
Baseler HA, Gouws A, Haak KV, Racey C, Crossland MD, Tufail A, Rubin GS, Cornelissen FW, Morland AB (2011) Large-scale remapping of visual cortex is absent in adult humans with macular degeneration. Nat Neurosci 14:649–655
Beauchamp MS, Laconte S, Yasar N (2009) Distributed representation of single touches in somatosensory and visual cortex. Hum Brain Mapp 30:3163–3171
Behrmann M, Winocur G, Moscovitch M (1992) Dissociation between mental imagery and object recognition in a brain-damaged patient. Nature 359(6396):636–637
Belin P, Zatorre RJ (2000) ‘What’, ‘where’ and ‘how’ in auditory cortex. Nat Neurosci 3:965–966
Belin P, Zatorre RJ (2003) Adaptation to speaker’s voice in right anterior temporal lobe. Neuroreport 14:2105–2109
Bensafi M, Sobel N, Khan RM (2007) Hedonic-specific activity in piriform cortex during odor imagery mimics that during odor perception. J Neurophysiol 98:3254–3262
Binder JR, Frost JA, Hammeke TA, Bellgowan PS, Springer JA, Kaufman JN, Possing ET (2000) Human temporal lobe activation by speech and nonspeech sounds. Cereb Cortex 10:512–528
Boring EG (1942) Sensation and perception in the history of experimental psychology. D. Appleton-Century company, incorporated, New York
Brants M, Wagemans J, Op de Beeck HP (2011) Activation of fusiform face area by Greebles is related to face similarity but not expertise. J Cogn Neurosci 23:3949–3958
Brefczynski JA, DeYoe EA (1999) A physiological correlate of the ‘spotlight’ of visual attention. Nat Neurosci 2:370–374
Briggs RW, Dy-Liacco I, Malcolm MP, Lee H, Peck KK, Gopinath KS, Himes NC, Soltysik DA, Browne P, Tran-Son-Tay R (2004) A pneumatic vibrotactile stimulation device for fMRI. Magn Reson Med 51:640–643
Brouwer GJ, Heeger DJ (2009) Decoding and reconstructing color from responses in human visual cortex. J Neurosci 29:13992–14003
Bunzeck N, Wuestenberg T, Lutz K, Heinze HJ, Jancke L (2005) Scanning silence: mental imagery of complex sounds. Neuroimage 26:1119–1127
Buonomano DV, Merzenich MM (1998) Cortical plasticity: from synapses to maps. Annu Rev Neurosci 21:149–186
Burton H, Snyder AZ, Conturo TE, Akbudak E, Ollinger JM, Raichle ME (2002) Adaptive changes in early and late blind: a fMRI study of braille reading. J Neurophysiol 87:589–607
Carlin JD, Calder AJ, Kriegeskorte N, Nili H, Rowe JB (2011) A head view-invariant representation of gaze direction in anterior superior temporal sulcus. Curr Biol 21:1817–1821
Carlson TA, Schrater P, He S (2003) Patterns of activity in the categorical representations of objects. J Cogn Neurosci 15:704–717
Cassia VM, Picozzi M, Kuefner D, Bricolo E, Turati C (2009) Holistic processing for faces and cars in preschool-aged children and adults: evidence from the composite effect. Dev Sci 12:236–248
Castriota-Scanderbeg A, Hagberg GE, Cerasa A, Committeri G, Galati G, Patria F, Pitzalis S, Caltagirone C, Frackowiak R (2005) The appreciation of wine by sommeliers: a functional magnetic resonance study of sensory integration. Neuroimage 25:570–578
Chao LL, Haxby JV, Martin A (1999) Attribute-based neural substrates in temporal cortex for perceiving and knowing about objects. Nat Neurosci 2:913–919
Chen W, Zhu XH, Thulborn KR, Ugurbil K (1999) Retinotopic mapping of lateral geniculate nucleus in humans using functional magnetic resonance imaging. Proc Natl Acad Sci U S A 96:2430–2434
Cheng K, Waggoner RA, Tanaka K (2001) Human ocular dominance columns as revealed by high-field functional magnetic resonance imaging. Neuron 32:359–374
Chevillet M, Riesenhuber M, Rauschecker JP (2011) Functional correlates of the anterolateral processing hierarchy in human auditory cortex. J Neurosci 31:9345–9352
Ciaramitaro VM, Mitchell JF, Stoner GR, Reynolds JH, Boynton GM (2011) Object-based attention to one of two superimposed surfaces alters responses in human early visual cortex. J Neurophysiol 105:1258–1265
Cohen L, Dehaene S (2004) Specialization within the ventral stream: the case for the visual word form area. Neuroimage 22:466–476
Collins CE, Leitch DB, Wong P, Kaas JH, Herculano-Houzel S (2013) Faster scaling of visual neurons in cortical areas relative to subcortical structures in non-human primate brains. Brain Struct Funct 218(3):805–816
Conway BR, Moeller S, Tsao DY (2007) Specialized color modules in macaque extrastriate cortex. Neuron 56:560–573
Cox DD, Savoy RL (2003) Functional magnetic resonance imaging (fMRI) “brain reading”: detecting and classifying distributed patterns of fMRI activity in human visual cortex. Neuroimage 19:261–270
Cox DD, Meier P, Oertelt N, DiCarlo JJ (2005) ‘Breaking’ position-invariant object recognition. Nat Neurosci 8:1145–1147
Culham JC, Danckert SL, DeSouza JF, Gati JS, Menon RS, Goodale MA (2003) Visually guided grasping produces fMRI activation in dorsal but not ventral stream brain areas. Exp Brain Res 153:180–189
Cynader M, Berman N (1972) Receptive-field organization of monkey superior colliculus. J Neurophysiol 35:187–201
Da Costa S, van der Zwaag W, Marques JP, Frackowiak RS, Clarke S, Saenz M (2011) Human primary auditory cortex follows the shape of Heschl’s gyrus. J Neurosci 31:14067–14075
Diamond R, Carey S (1986) Why faces are and are not special: an effect of expertise. J Exp Psychol Gen 115(2):107
De Araujo IET, Kringelbach ML, Rolls ET, Hobden P (2003) Representation of umami taste in the human brain. J Neurophysiol 90:313–319
De Araujo IE, Rolls ET, Velazco MI, Margot C, Cayeux I (2005) Cognitive modulation of olfactory processing. Neuron 46:671–679
De Martino F, Valente G, Staeren N, Ashburner J, Goebel R, Formisano E (2008) Combining multivariate voxel selection and support vector machines for mapping and classification of fMRI spatial patterns. Neuroimage 43:44–58
Desimone R (1996) Neural mechanisms for visual memory and their role in attention. Proc Natl Acad Sci U S A 93:13494–13499
DeWitt I, Rauschecker JP (2012) Phoneme and word recognition in the auditory ventral stream. Proc Natl Acad Sci U S A 109:E505–E514
DiCarlo JJ, Zoccolan D, Rust NC (2012) How does the brain solve visual object recognition? Neuron 73:415–434
Dijkerman HC, de Haan EH (2007) Somatosensory processes subserving perception and action. Behav Brain Sci 30:189–201, Discussion 201-139
Dilks DD, Serences JT, Rosenau BJ, Yantis S, McCloskey M (2007) Human adult cortical reorganization and consequent visual distortion. J Neurosci 27:9585–9594
Disbrow E, Roberts T, Krubitzer L (2000) Somatotopic organization of cortical fields in the lateral sulcus of Homo sapiens: evidence for SII and PV. J Comp Neurol 418:1–21
Doehrmann O, Naumer MJ, Volz S, Kaiser J, Altmann CF (2008) Probing category selectivity for environmental sounds in the human auditory brain. Neuropsychologia 46:2776–2786
Downing PE, Jiang Y, Shuman M, Kanwisher N (2001) A cortical area selective for visual processing of the human body. Science 293:2470–2473
Downing PE, Chan AW, Peelen MV, Dodds CM, Kanwisher N (2006) Domain specificity in visual cortex. Cereb Cortex 16:1453–1461
Dresel C, Parzinger A, Rimpau C, Zimmer C, Ceballos-Baumann AO, Haslinger B (2008) A new device for tactile stimulation during fMRI. Neuroimage 39:1094–1103
DuBois RM, Cohen MS (2000) Spatiotopic organization in human superior colliculus observed with fMRI. Neuroimage 12:63–70
Dumoulin SO, Wandell BA (2008) Population receptive field estimates in human visual cortex. Neuroimage 39:647–660
Duncan RO, Boynton GM (2003) Cortical magnification within human primary visual cortex correlates with acuity thresholds. Neuron 38:659–671
Duncan RO, Boynton GM (2007) Tactile hyperacuity thresholds correlate with finger maps in primary somatosensory cortex (S1). Cereb Cortex 17:2878–2891
Eickhoff SB, Grefkes C, Zilles K, Fink GR (2007) The somatotopic organization of cytoarchitectonic areas on the human parietal operculum. Cereb Cortex 17:1800–1811
Eldeghaidy S, Marciani L, McGlone F, Hollowood T, Hort J, Head K, Taylor AJ, Busch J, Spiller RC, Gowland PA, Francis ST (2011) The cortical response to the oral perception of fat emulsions and the effect of taster status. J Neurophysiol 105:2572–2581
Ellis RJ, Norton AC, Overy K, Winner E, Alsop DC, Schlaug G (2012) Differentiating maturational and training influences on fMRI activation during music processing. Neuroimage 60:1902–1912
Engel SA (2012) The development and use of phase-encoded functional MRI designs. Neuroimage 62:1195–1200
Engel SA, Rumelhart DE, Wandell BA, Lee AT, Glover GH, Chichilnisky EJ, Shadlen MN (1994) fMRI of human visual cortex. Nature 369:525
Epstein R, Kanwisher N (1998) A cortical representation of the local visual environment. Nature 392:598–601
Espinosa JS, Stryker MP (2012) Development and plasticity of the primary visual cortex. Neuron 75:230–249
Felleman DJ, Van Essen DC (1991) Distributed hierarchical processing in the primate cerebral cortex. Cereb Cortex 1:1–47
Finney EM, Fine I, Dobkins KR (2001) Visual stimuli activate auditory cortex in the deaf. Nat Neurosci 4:1171–1173
Flor H, Nikolajsen L, Staehelin Jensen T (2006) Phantom limb pain: a case of maladaptive CNS plasticity? Nat Rev Neurosci 7:873–881
Formisano E, Kim D-S, Di Salle F, van de Moortele P-F, Ugurbil K, Goebel R (2003) Mirror-symmetric tonotopic maps in human primary auditory cortex. Neuron 40:859–869
Formisano E, De Martino F, Bonte M, Goebel R (2008) “Who” is saying “what”? Brain-based decoding of human voice and speech. Science 322:970–973
Frank GK, Kaye WH, Carter CS, Brooks S, May C, Fissell K, Stenger VA (2003) The evaluation of brain activity in response to taste stimuli–a pilot study and method for central taste activation as assessed by event-related fMRI. J Neurosci Methods 131:99–105
Freeman J, Brouwer GJ, Heeger DJ, Merriam EP (2011) Orientation decoding depends on maps, not columns. J Neurosci 31:4792–4804
Friston K (2005) A theory of cortical responses. Philos Trans R Soc Lond B Biol Sci 360:815–836
Ganis G, Thompson WL, Kosslyn SM (2004) Brain areas underlying visual mental imagery and visual perception: an fMRI study. Brain Res Cogn Brain Res 20:226–241
Gaser C, Schlaug G (2003) Brain structures differ between musicians and non-musicians. J Neurosci 23:9240–9245
Gauthier I, Tarr MJ, Anderson AW, Skudlarski P, Gore JC (1999) Activation of the middle fusiform ‘face area’ increases with expertise in recognizing novel objects. Nat Neurosci 2:568–573
Gauthier I, Skudlarski P, Gore JC, Anderson AW (2000) Expertise for cars and birds recruits brain areas involved in face recognition. Nat Neurosci 3:191–197
Gazzaley A, Nobre AC (2012) Top-down modulation: bridging selective attention and working memory. Trends Cogn Sci 16:129–135
Gilaie-Dotan S, Harel A, Bentin S, Kanai R, Rees G (2012) Neuroanatomical correlates of visual car expertise. Neuroimage 62:147–153
Golarai G, Ghahremani DG, Whitfield-Gabrieli S, Reiss A, Eberhardt JL, Gabrieli JD, Grill-Spector K (2007) Differential development of high-level visual cortex correlates with category-specific recognition memory. Nat Neurosci 10:512–522
Golarai G, Liberman A, Yoon JM, Grill-Spector K (2010) Differential development of the ventral visual cortex extends through adolescence. Front Hum Neurosci 3:80
Gonzalez-Castillo J, Olulade OA, Talavage TM (2011) Using functional MRI to study auditory comprehension. Imaging Med 4:137–143
Gottfried JA (2010) Central mechanisms of odour object perception. Nat Rev Neurosci 11:628–641
Gottfried JA, Winston JS, Dolan RJ (2006) Dissociable codes of odor quality and odorant structure in human piriform cortex. Neuron 49:467–479
Gotts S, Chow C, Martin A (2012) Repetition priming and repetition suppression: multiple mechanisms in need of testing. Cogn Neurosci 3:250–259
Gougoux F, Zatorre RJ, Lassonde M, Voss P, Lepore F (2005) A functional neuroimaging study of sound localization: visual cortex activity predicts performance in early-blind individuals. PLoS Biol 3:e27
Grill-Spector K, Malach R (2001) fMR-adaptation: a tool for studying the functional properties of human cortical neurons. Acta Psychol (Amst) 107:293–321
Grill-Spector K, Malach R (2004) The human visual cortex. Annu Rev Neurosci 27:649–677
Grill-Spector K, Kushnir T, Edelman S, Avidan G, Itzchak Y, Malach R (1999) Differential processing of objects under various viewing conditions in the human lateral occipital complex. Neuron 24:187–203
Grill-Spector K, Knouf N, Kanwisher N (2004) The fusiform face area subserves face perception, not generic within-category identification. Nat Neurosci 7:555–562
Grill-Spector K, Henson R, Martin A (2006) Repetition and the brain: neural models of stimulus-specific effects. Trends Cogn Sci 10:14–23
Haase L, Cerf-Ducastel B, Buracas G, Murphy C (2007) On-line psychophysical data acquisition and event-related fMRI protocol optimized for the investigation of brain activation in response to gustatory stimuli. J Neurosci Methods 159:98–107
Harel A, Bentin S (2009) Stimulus type, level of categorization, and spatial-frequencies utilization: implications for perceptual categorization hierarchies. J Exp Psychol Hum Percept Perform 35:1264–1273
Harel A, Gilaie-Dotan S, Malach R, Bentin S (2010) Top-down engagement modulates the neural expressions of visual expertise. Cereb Cortex 20:2304–2318
Harel A, Kravitz DJ, Baker CI (2013) Deconstructing visual scenes in cortex: gradients of object and spatial layout information. Cereb Cortex 23:947–957
Hasson U, Levy I, Behrmann M, Hendler T, Malach R (2002) Eccentricity bias as an organizing principle for human high-order object areas. Neuron 34:479–490
Hasson U, Harel M, Levy I, Malach R (2003) Large-scale mirror-symmetry organization of human occipito-temporal object areas. Neuron 37:1027–1041
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
Haynes JD, Rees G (2006) Decoding mental states from brain activity in humans. Nat Rev Neurosci 7:523–534
Haynes J-D, Deichmann R, Rees G (2005) Eye-specific effects of binocular rivalry in the human lateral geniculate nucleus. Nature 438:496–499
Henson RN (2003) Neuroimaging studies of priming. Prog Neurobiol 70:53–81
Hinds OP, Rajendran N, Polimeni JR, Augustinack JC, Wiggins G, Wald LL, Diana Rosas H, Potthast A, Schwartz EL, Fischl B (2008) Accurate prediction of V1 location from cortical folds in a surface coordinate system. Neuroimage 39:1585–1599
Holmes G (1931) A contribution to the cortical representation of vision. Brain 54:470–479
Horton JC, Hoyt WF (1991) The representation of the visual field in human striate cortex. A revision of the classic Holmes map. Arch Ophthalmol 109:816–824
Howard JD, Plailly J, Grueschow M, Haynes J-D, Gottfried JA (2009) Odor quality coding and categorization in human posterior piriform cortex. Nat Neurosci 12:932–938
Huang RS, Sereno MI (2007) Dodecapus: an MR-compatible system for somatosensory stimulation. Neuroimage 34:1060–1073
Huk AC, Dougherty RF, Heeger DJ (2002) Retinotopy and functional subdivision of human areas MT and MST. J Neurosci 22:7195–7205
Humphries C, Liebenthal E, Binder JR (2010) Tonotopic organization of human auditory cortex. Neuroimage 50:1202–1211
Illig KR, Haberly LB (2003) Odor-evoked activity is spatially distributed in piriform cortex. J Comp Neurol 457:361–373
Ingeholm JE, Dold GR, Pfeffer LE, Ide D, Goldstein SR, Johnson KO, Van Boven RW (2006) The Helix: a multi-modal tactile stimulator for human functional neuroimaging. J Neurosci Methods 155:217–223
James TW, Gauthier I (2006) Repetition-induced changes in BOLD response reflect accumulation of neural activity. Hum Brain Mapp 27:37–46
James TW, Kim S, Fisher JS (2007) The neural basis of haptic object processing. Can J Exp Psychol (Revue canadienne de psychologie expérimentale) 61(3):219
Jancke L, Gaab N, Wustenberg T, Scheich H, Heinze HJ (2001) Short-term functional plasticity in the human auditory cortex: an fMRI study. Brain Res Cogn Brain Res 12:479–485
Johnson KO, Hsiao SS (1992) Neural mechanisms of tactual form and texture perception. Annu Rev Neurosci 15:227–250
Johnson BN, Sobel N (2007) Methods for building an olfactometer with known concentration outcomes. J Neurosci Methods 160:231–245
Kaas JH (1997) Topographic maps are fundamental to sensory processing. Brain Res Bull 44:107–112
Kaas JH, Hackett TA (2000) Subdivisions of auditory cortex and processing streams in primates. Proc Natl Acad Sci U S A 97:11793–11799
Kami YN, Goto TK, Tokumori K, Yoshiura T, Kobayashi K, Nakamura Y, Honda H, Ninomiya Y, Yoshiura K (2008) The development of a novel automated taste stimulus delivery system for fMRI studies on the human cortical segregation of taste. J Neurosci Methods 172:48–53
Kamitani Y, Tong F (2005) Decoding the visual and subjective contents of the human brain. Nat Neurosci 8:679–685
Kanwisher N, Dilks DD (2013) The functional organization of the ventral visual pathway in humans. In: Chalupa LM, Werner JS (eds) The new visual neurosciences. MIT Press, Cambridge, MA
Kanwisher N, McDermott J, Chun MM (1997) The fusiform face area: a module in human extrastriate cortex specialized for face perception. J Neurosci 17:4302–4311
Karns CM, Dow MW, Neville HJ (2012) Altered cross-modal processing in the primary auditory cortex of congenitally deaf adults: a visual-somatosensory FMRI study with a double-flash illusion. J Neurosci 32:9626–9638
Kastner S, Pinsk MA, De Weerd P, Desimone R, Ungerleider LG (1999) Increased activity in human visual cortex during directed attention in the absence of visual stimulation. Neuron 22:751–761
Kastner S, O’Connor DH, Fukui MM, Fehd HM, Herwig U, Pinsk MA (2004) Functional imaging of the human lateral geniculate nucleus and pulvinar. J Neurophysiol 91:438–448
Katyal S, Zughni S, Greene C, Ress D (2010) Topography of covert visual attention in human superior colliculus. J Neurophysiol 104:3074–3083
Kay KN, Naselaris T, Prenger RJ, Gallant JL (2008) Identifying natural images from human brain activity. Nature 452:352–355
Keil B, Alagappan V, Mareyam A, McNab JA, Fujimoto K, Tountcheva V, Triantafyllou C, Dilks DD, Kanwisher N, Lin W, Grant PE, Wald LL (2011) Size-optimized 32-channel brain arrays for 3 T pediatric imaging. Magn Reson Med 66:1777–1787
Keysers C, Kaas JH, Gazzola V (2010) Somatosensation in social perception. Nat Rev Neurosci 11:417–428
Kobayashi M, Takeda M, Hattori N, Fukunaga M, Sasabe T, Inoue N, Nagai Y, Sawada T, Sadato N, Watanabe Y (2004) Functional imaging of gustatory perception and imagery: “top-down” processing of gustatory signals. Neuroimage 23:1271–1282
Koelsch S, Fritz T, Schulze K, Alsop D, Schlaug G (2005) Adults and children processing music: an fMRI study. Neuroimage 25:1068–1076
Konkle T, Oliva A (2012) A real-world size organization of object responses in occipitotemporal cortex. Neuron 74:1114–1124
Kosslyn SM, Thompson WL, Ganis G (2006) The case for mental imagery. Oxford University Press, Oxford
Kourtzi Z, Kanwisher N (2000) Cortical regions involved in perceiving object shape. J Neurosci 20:3310–3318
Kourtzi Z, Kanwisher N (2001) Representation of perceived object shape by the human lateral occipital complex. Science 293:1506–1509
Kourtzi Z, Betts LR, Sarkheil P, Welchman AE (2005) Distributed neural plasticity for shape learning in the human visual cortex. PLoS Biol 3:e204
Kourtzi Z, Augath M, Logothetis NK, Movshon JA, Kiorpes L (2006) Development of visually evoked cortical activity in infant macaque monkeys studied longitudinally with fMRI. Magn Reson Imaging 24:359–366
Kravitz DJ, Vinson LD, Baker CI (2008) How position dependent is visual object recognition? Trends Cogn Sci 12:114–122
Kravitz DJ, Kriegeskorte N, Baker CI (2010) High-level visual object representations are constrained by position. Cereb Cortex 20:2916–2925
Kravitz DJ, Peng CS, Baker CI (2011a) Real-world scene representations in high-level visual cortex: it’s the spaces more than the places. J Neurosci 31:7322–7333
Kravitz DJ, Saleem KS, Baker CI, Mishkin M (2011b) A new neural framework for visuospatial processing. Nat Rev Neurosci 12:217–230
Kriegeskorte N, Goebel R, Bandettini P (2006) Information-based functional brain mapping. Proc Natl Acad Sci U S A 103:3863–3868
Kriegeskorte N, Formisano E, Sorger B, Goebel R (2007) Individual faces elicit distinct response patterns in human anterior temporal cortex. Proc Natl Acad Sci U S A 104:20600–20605
Kriegeskorte N, Mur M, Bandettini P (2008a) Representational similarity analysis - connecting the branches of systems neuroscience. Front Syst Neurosci 2:4
Kriegeskorte N, Mur M, Ruff DA, Kiani R, Bodurka J, Esteky H, Tanaka K, Bandettini PA (2008b) Matching categorical object representations in inferior temporal cortex of man and monkey. Neuron 60:1126–1141
Lamme VA, Roelfsema PR (2000) The distinct modes of vision offered by feedforward and recurrent processing. Trends Neurosci 23:571–579
Langers DRM, van Dijk P (2012) Mapping the tonotopic organization in human auditory cortex with minimally salient acoustic stimulation. Cereb Cortex 22:2024–2038
Larsson J, Heeger DJ (2006) Two retinotopic visual areas in human lateral occipital cortex. J Neurosci 26:13128–13142
Leaver AM, Rauschecker JP (2010) Cortical representation of natural complex sounds: effects of acoustic features and auditory object category. J Neurosci 30:7604–7612
Lee J, Maunsell JH (2009) A normalization model of attentional modulation of single unit responses. PLoS One 4:e4651
Lee SH, Kravitz DJ, Baker CI (2012) Disentangling visual imagery and perception of real-world objects. Neuroimage 59:4064–4073
Lerner Y, Hendler T, Ben-Bashat D, Harel M, Malach R (2001) A hierarchical axis of object processing stages in the human visual cortex. Cereb Cortex 11:287–297
Levy LM, Henkin RI, Lin CS, Hutter A, Schellinger D (1999) Odor memory induces brain activation as measured by functional MRI. J Comput Assist Tomogr 23:487–498
Levy I, Hasson U, Avidan G, Hendler T, Malach R (2001) Center-periphery organization of human object areas. Nat Neurosci 4:533–539
Lewis JW, Brefczynski JA, Phinney RE, Janik JJ, DeYoe EA (2005) Distinct cortical pathways for processing tool versus animal sounds. J Neurosci 25:5148–5158
Lewis LB, Saenz M, Fine I (2010) Mechanisms of cross-modal plasticity in early-blind subjects. J Neurophysiol 104:2995–3008
Li L, Miller EK, Desimone R (1993) The representation of stimulus familiarity in anterior inferior temporal cortex. J Neurophysiol 69:1918–1929
Li W, Luxenberg E, Parrish T, Gottfried JA (2006) Learning to smell the roses: experience-dependent neural plasticity in human piriform and orbitofrontal cortices. Neuron 52:1097–1108
Lorig TS, Elmes DG, Zald DH, Pardo JV (1999) A computer-controlled olfactometer for fMRI and electrophysiological studies of olfaction. Behav Res Methods Instrum Comput 31:370–375
Lotze M, Flor H, Grodd W, Larbig W, Birbaumer N (2001) Phantom movements and pain. An fMRI study in upper limb amputees. Brain 124:2268–2277
Mahon BZ, Caramazza A (2011) What drives the organization of object knowledge in the brain? Trends Cogn Sci 15:97–103
Mahon BZ, Anzellotti S, Schwarzbach J, Zampini M, Caramazza A (2009) Category-specific organization in the human brain does not require visual experience. Neuron 63:397–405
Malach R, Reppas JB, Benson RR, Kwong KK, Jiang H, Kennedy WA, Ledden PJ, Brady TJ, Rosen BR, Tootell RB (1995) Object-related activity revealed by functional magnetic resonance imaging in human occipital cortex. Proc Natl Acad Sci U S A 92:8135–8139
Marciani L, Pfeiffer JC, Hort J, Head K, Bush D, Taylor AJ, Spiller RC, Francis S, Gowland PA (2006) Improved methods for fMRI studies of combined taste and aroma stimuli. J Neurosci Methods 158:186–194
Martin A (2006) Shades of Dejerine – forging a causal link between the visual word form area and reading. Neuron 50:173–175
Martin A (2009) Circuits in mind: the neural foundations for object concepts. In: Gazzaniga MS (ed) The cognitive neurosciences, 4th edn. MIT Press, Cambridge, pp 1031–1046
Martinez A, Teder-Salejarvi W, Vazquez M, Molholm S, Foxe JJ, Javitt DC, Di Russo F, Worden MS, Hillyard SA (2006) Objects are highlighted by spatial attention. J Cogn Neurosci 18:298–310
Masuda Y, Dumoulin SO, Nakadomari S, Wandell BA (2008) V1 projection zone signals in human macular degeneration depend on task, not stimulus. Cereb Cortex 18:2483–2493
McKone E, Crookes K, Jeffery L, Dilks DD (2012) A critical review of the development of face recognition: experience is less important than previously believed. Cogn Neuropsychol 29:174–212
Medina J, Coslett HB (2010) From maps to form to space: touch and the body schema. Neuropsychologia 48:645–654
Merabet LB, Pascual-Leone A (2010) Neural reorganization following sensory loss: the opportunity of change. Nat Rev Neurosci 11:44–52
Merabet LB, Swisher JD, McMains SA, Halko MA, Amedi A, Pascual-Leone A, Somers DC (2007) Combined activation and deactivation of visual cortex during tactile sensory processing. J Neurophysiol 97:1633–1641
Merabet LB, Hamilton R, Schlaug G, Swisher JD, Kiriakopoulos ET, Pitskel NB, Kauffman T, Pascual-Leone A (2008) Rapid and reversible recruitment of early visual cortex for touch. PLoS One 3:e3046
Mesulam MM (1998) From sensation to cognition. Brain 121(Pt 6):1013–1052
Milner AD, Goodale MA (2006) The visual brain in action. Oxford University Press, Oxford
Miyawaki Y, Uchida H, Yamashita O, Sato MA, Morito Y, Tanabe HC, Sadato N, Kamitani Y (2008) Visual image reconstruction from human brain activity using a combination of multiscale local image decoders. Neuron 60:915–929
Mondloch CJ, Geldart S, Maurer D, Le Grand R (2003) Developmental changes in face processing skills. J Exp Child Psychol 86:67–84
Moore CI, Stern CE, Corkin S, Fischl B, Gray AC, Rosen BR, Dale AM (2000) Segregation of somatosensory activation in the human rolandic cortex using fMRI. J Neurophysiol 84:558–569
Moro V, Urgesi C, Pernigo S, Lanteri P, Pazzaglia M, Aglioti SM (2008) The neural basis of body form and body action agnosia. Neuron 60(2):235–246
Muller NG, Kleinschmidt A (2003) Dynamic interaction of object- and space-based attention in retinotopic visual areas. J Neurosci 23:9812–9816
Muller NG, Bartelt OA, Donner TH, Villringer A, Brandt SA (2003) A physiological correlate of the “Zoom Lens” of visual attention. J Neurosci 23:3561–3565
Murray EA, Mishkin M (1984) Relative contributions of SII and area 5 to tactile discrimination in monkeys. Behav Brain Res 11:67–83
Murray SO, Wojciulik E (2004) Attention increases neural selectivity in the human lateral occipital complex. Nat Neurosci 7:70–74
Murray SO, Boyaci H, Kersten D (2006) The representation of perceived angular size in human primary visual cortex. Nat Neurosci 9:429–434
Murthy VN (2011) Olfactory maps in the brain. Annu Rev Neurosci 34:233–258
Mycroft RH, Behrmann M, Kay J (2009) Visuoperceptual deficits in letter-by-letter reading? Neuropsychologia 47(7):1733–1744
Naselaris T, Prenger RJ, Kay KN, Oliver M, Gallant JL (2009) Bayesian reconstruction of natural images from human brain activity. Neuron 63:902–915
Naselaris T, Kay KN, Nishimoto S, Gallant JL (2011) Encoding and decoding in fMRI. Neuroimage 56:400–410
Nassi JJ, Callaway EM (2009) Parallel processing strategies of the primate visual system. Nat Rev Neurosci 10:360–372
Nelson AJ, Chen R (2008) Digit somatotopy within cortical areas of the postcentral gyrus in humans. Cereb Cortex 18:2341–2351
Nestor A, Plaut DC, Behrmann M (2011) Unraveling the distributed neural code of facial identity through spatiotemporal pattern analysis. Proc Natl Acad Sci U S A 108:9998–10003
Nihashi T, Naganawa S, Sato C, Kawai H, Nakamura T, Fukatsu H, Ishigaki T, Aoki I (2005) Contralateral and ipsilateral responses in primary somatosensory cortex following electrical median nerve stimulation–an fMRI study. Clin Neurophysiol 116:842–848
Nishimoto S, Vu AT, Naselaris T, Benjamini Y, Yu B, Gallant JL (2011) Reconstructing visual experiences from brain activity evoked by natural movies. Curr Biol 21:1641–1646
Nitschke JB, Dixon GE, Sarinopoulos I, Short SJ, Cohen JD, Smith EE, Kosslyn SM, Rose RM, Davidson RJ (2006) Altering expectancy dampens neural response to aversive taste in primary taste cortex. Nat Neurosci 9:435–442
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
O’Connor DH, Fukui MM, Pinsk MA, Kastner S (2002) Attention modulates responses in the human lateral geniculate nucleus. Nat Neurosci 5:1203–1209
O’Craven KM, Kanwisher N (2000) Mental imagery of faces and places activates corresponding stimulus-specific brain regions. J Cogn Neurosci 12:1013–1023
O’Craven KM, Downing PE, Kanwisher N (1999) fMRI evidence for objects as the units of attentional selection. Nature 401:584–587
Ogawa H, Wakita M, Hasegawa K, Kobayakawa T, Sakai N, Hirai T, Yamashita Y, Saito S (2005) Functional MRI detection of activation in the primary gustatory cortices in humans. Chem Senses 30:583–592
Ohnishi T, Matsuda H, Asada T, Aruga M, Hirakata M, Nishikawa M, Katoh A, Imabayashi E (2001) Functional anatomy of musical perception in musicians. Cereb Cortex 11:754–760
Op de Beeck HP (2010) Against hyperacuity in brain reading: spatial smoothing does not hurt multivariate fMRI analyses? Neuroimage 49:1943–1948
Op de Beeck HP, Baker CI (2010) The neural basis of visual object learning. Trends Cogn Sci 14:22–30
Op De Beeck H, Vogels R (2000) Spatial sensitivity of macaque inferior temporal neurons. J Comp Neurol 426:505–518
Op de Beeck HP, Baker CI, DiCarlo JJ, Kanwisher NG (2006) Discrimination training alters object representations in human extrastriate cortex. J Neurosci 26:13025–13036
Op de Beeck HP, Haushofer J, Kanwisher NG (2008) Interpreting fMRI data: maps, modules and dimensions. Nat Rev Neurosci 9:123–135
Overduin SA, Servos P (2004) Distributed digit somatotopy in primary somatosensory cortex. Neuroimage 23:462–472
Park S, Brady TF, Greene MR, Oliva A (2011) Disentangling scene content from spatial boundary: complementary roles for the parahippocampal place area and lateral occipital complex in representing real-world scenes. J Neurosci 31:1333–1340
Penfield W, Boldrey E (1937) Somatic motor and sensory representation in the cerebral cortex of man as studied by electrical stimulation. Brain 60:389–443
Perani D, Saccuman MC, Scifo P, Spada D, Andreolli G, Rovelli R, Baldoli C, Koelsch S (2010) Functional specializations for music processing in the human newborn brain. Proc Natl Acad Sci U S A 107:4758–4763
Pereira F, Mitchell T, Botvinick M (2009) Machine learning classifiers and fMRI: a tutorial overview. Neuroimage 45:S199–S209
Pietrini P, Furey ML, Ricciardi E, Gobbini MI, Wu WHC, Cohen L, Haxby JV (2004) Beyond sensory images: object-based representation in the human ventral pathway. Proc Natl Acad Sci U S A 101(15):5658–5663
Plailly J, Howard JD, Gitelman DR, Gottfried JA (2008) Attention to odor modulates thalamocortical connectivity in the human brain. J Neurosci 28:5257–5267
Plailly J, Delon-Martin C, Royet JP (2012) Experience induces functional reorganization in brain regions involved in odor imagery in perfumers. Hum Brain Mapp 33:224–234
Pleger B, Foerster AF, Ragert P, Dinse HR, Schwenkreis P, Malin JP, Nicolas V, Tegenthoff M (2003) Functional imaging of perceptual learning in human primary and secondary somatosensory cortex. Neuron 40:643–653
Poirier C, Collignon O, Scheiber C, Renier L, Vanlierde A, Tranduy D, Veraart C, De Volder AG (2006) Auditory motion perception activates visual motion areas in early blind subjects. Neuroimage 31:279–285
Polonara G, Fabri M, Manzoni T, Salvolini U (1999) Localization of the first and second somatosensory areas in the human cerebral cortex with functional MR imaging. AJNR Am J Neuroradiol 20:199–205
Puce A, Allison T, Asgari M, Gore JC, McCarthy G (1996) Differential sensitivity of human visual cortex to faces, letterstrings, and textures: a functional magnetic resonance imaging study. J Neurosci 16:5205–5215
Pylyshyn Z (1999) Is vision continuous with cognition? The case for cognitive impenetrability of visual perception. Behav Brain Sci 22:341–365, discussion 366–423
Pylyshyn ZW (2002) Mental imagery: in search of a theory. Behav Brain Sci 25:157–182, discussion 182–237
Raschle N, Zuk J, Ortiz-Mantilla S, Sliva DD, Franceschi A, Grant PE, Benasich AA, Gaab N (2012) Pediatric neuroimaging in early childhood and infancy: challenges and practical guidelines. Ann N Y Acad Sci 1252:43–50
Rauschecker JP (2011) An expanded role for the dorsal auditory pathway in sensorimotor control and integration. Hear Res 271:16–25
Rauschecker JP, Scott SK (2009) Maps and streams in the auditory cortex: nonhuman primates illuminate human speech processing. Nat Neurosci 12:718–724
Rauschecker JP, Leaver AM, Muhlau M (2010) Tuning out the noise: limbic-auditory interactions in tinnitus. Neuron 66:819–826
Recanzone GH, Guard DC, Phan ML (2000) Frequency and intensity response properties of single neurons in the auditory cortex of the behaving macaque monkey. J Neurophysiol 83:2315–2331
Reddy L, Tsuchiya N, Serre T (2010) Reading the mind’s eye: decoding category information during mental imagery. Neuroimage 50:818–825
Reed CL, Klatzky RL, Halgren E (2005) What vs. where in touch: an fMRI study. Neuroimage 25:718–726
Reed CL, Shoham S, Halgren E (2004) Neural substrates of tactile object recognition: an fMRI study. Hum Brain Mapp 21(4):236–246
Reynolds JH, Chelazzi L (2004) Attentional modulation of visual processing. Annu Rev Neurosci 27:611–647
Reynolds JH, Heeger DJ (2009) The normalization model of attention. Neuron 61:168–185
Rhodes G, Byatt G, Michie PT, Puce A (2004) Is the fusiform face area specialized for faces, individuation, or expert individuation? J Cogn Neurosci 16:189–203
Rolls ET (2006) Brain mechanisms underlying flavour and appetite. Phil Trans R Soc B: Biol Sci 361:1123–1136
Ruben J, Schwiemann J, Deuchert M, Meyer R, Krause T, Curio G, Villringer K, Kurth R, Villringer A (2001) Somatotopic organization of human secondary somatosensory cortex. Cereb Cortex 11:463–473
Saalmann YB, Kastner S (2011) Cognitive and perceptual functions of the visual thalamus. Neuron 71:209–223
Saito DN, Okada T, Honda M, Yonekura Y, Sadato N (2006) Practice makes perfect: the neural substrates of tactile discrimination by Mah-Jong experts include the primary visual cortex. BMC Neurosci 7:79
Samson F, Zeffiro TA, Toussaint A, Belin P (2011) Stimulus complexity and categorical effects in human auditory cortex: an activation likelihood estimation meta-analysis. Front Psychol 1:241
Sanchez-Panchuelo RM, Francis S, Bowtell R, Schluppeck D (2010) Mapping human somatosensory cortex in individual subjects with 7T functional MRI. J Neurophysiol 103:2544–2556
Sanchez-Panchuelo RM, Francis ST, Schluppeck D, Bowtell RW (2012) Correspondence of human visual areas identified using functional and anatomical MRI in vivo at 7 T. J Magn Reson Imaging 35:287–299
Sangrigoli S, de Schonen S (2004) Effect of visual experience on face processing: a developmental study of inversion and non-native effects. Dev Sci 7:74–87
Savic I, Gulyas B, Larsson M, Roland P (2000) Olfactory functions are mediated by parallel and hierarchical processing. Neuron 26:735–745
Sayres R, Grill-Spector K (2006) Object-selective cortex exhibits performance-independent repetition suppression. J Neurophysiol 95:995–1007
Scherf KS, Behrmann M, Humphreys K, Luna B (2007) Visual category-selectivity for faces, places and objects emerges along different developmental trajectories. Dev Sci 10:F15–F30
Scherf KS, Luna B, Avidan G, Behrmann M (2011) “What” precedes “which”: developmental neural tuning in face- and place-related cortex. Cereb Cortex 21:1963–1980
Schneider KA, Kastner S (2005) Visual responses of the human superior colliculus: a high-resolution functional magnetic resonance imaging study. J Neurophysiol 94:2491–2503
Schneider P, Scherg M, Dosch HG, Specht HJ, Gutschalk A, Rupp A (2002) Morphology of Heschl’s gyrus reflects enhanced activation in the auditory cortex of musicians. Nat Neurosci 5:688–694
Schneider KA, Richter MC, Kastner S (2004) Retinotopic organization and functional subdivisions of the human lateral geniculate nucleus: a high-resolution functional magnetic resonance imaging study. J Neurosci 24:8975–8985
Schonwiesner M, Zatorre RJ (2009) Spectro-temporal modulation transfer function of single voxels in the human auditory cortex measured with high-resolution fMRI. Proc Natl Acad Sci U S A 106:14611–14616
Schwartz S, Maquet P, Frith C (2002) Neural correlates of perceptual learning: a functional MRI study of visual texture discrimination. Proc Natl Acad Sci U S A 99:17137–17142
Schwarzlose RF, Swisher JD, Dang S, Kanwisher N (2008) The distribution of category and location information across object-selective regions in human visual cortex. Proc Natl Acad Sci U S A 105:4447–4452
Schweisfurth MA, Schweizer R, Frahm J (2011) Functional MRI indicates consistent intra-digit topographic maps in the little but not the index finger within the human primary somatosensory cortex. Neuroimage 56:2138–2143
Schweizer R, Voit D, Frahm J (2008) Finger representations in human primary somatosensory cortex as revealed by high-resolution functional MRI of tactile stimulation. Neuroimage 42:28–35
Seifritz E, Di Salle F, Esposito F, Herdener M, Neuhoff JG, Scheffler K (2006) Enhancing BOLD response in the auditory system by neurophysiologically tuned fMRI sequence. Neuroimage 29:1013–1022
Sereno MI, Dale AM, Reppas JB, Kwong KK, Belliveau JW, Brady TJ, Rosen BR, Tootell RB (1995) Borders of multiple visual areas in humans revealed by functional magnetic resonance imaging. Science 268:889–893
Sherman SM, Guillery RW (2001) Exploring the thalamus. Academic, San Diego
Simmons WK, Martin A, Barsalou LW (2005) Pictures of appetizing foods activate gustatory cortices for taste and reward. Cereb Cortex 15:1602–1608
Slotnick SD, Thompson WL, Kosslyn SM (2005) Visual mental imagery induces retinotopically organized activation of early visual areas. Cereb Cortex 15:1570–1583
Small DM (2010) Taste representation in the human insula. Brain Struct Funct 214:551–561
Small D, Prescott J (2005) Odor/taste integration and the perception of flavor. Exp Brain Res 166:345–357
Small DM, Voss J, Mak YE, Simmons KB, Parrish T, Gitelman D (2004) Experience-dependent neural integration of taste and smell in the human brain. J Neurophysiol 92:1892–1903
Small DM, Gerber JC, Mak YE, Hummel T (2005) Differential neural responses evoked by orthonasal versus retronasal odorant perception in humans. Neuron 47:593–605
Small DM, Veldhuizen MG, Felsted J, Mak YE, McGlone F (2008) Separable substrates for anticipatory and consummatory food chemosensation. Neuron 57:786–797
Sobel N, Prabhakaran V, Desmond JE, Glover GH, Goode RL, Sullivan EV, Gabrieli JD (1998) Sniffing and smelling: separate subsystems in the human olfactory cortex. Nature 392:282–286
Sobotka S, Ringo JL (1994) Stimulus specific adaptation in excited but not in inhibited cells in inferotemporal cortex of macaque. Brain Res 646:95–99
Sperandio I, Chouinard PA, Goodale MA (2012) Retinotopic activity in V1 reflects the perceived and not the retinal size of an afterimage. Nat Neurosci 15:540–542
Staeren N, Renvall H, De Martino F, Goebel R, Formisano E (2009) Sound categories are represented as distributed patterns in the human auditory cortex. Curr Biol 19:498–502
Stokes M, Thompson R, Cusack R, Duncan J (2009) Top-down activation of shape-specific population codes in visual cortex during mental imagery. J Neurosci 29:1565–1572
Striem-Amit E, Hertz U, Amedi A (2011) Extensive cochleotopic mapping of human auditory cortical fields obtained with phase-encoding fMRI. PLoS One 6:e17832
Stringer EA, Chen LM, Friedman RM, Gatenby C, Gore JC (2011) Differentiation of somatosensory cortices by high-resolution fMRI at 7 T. Neuroimage 54:1012–1020
Swisher JD, Halko MA, Merabet LB, McMains SA, Somers DC (2007) Visual topography of human intraparietal sulcus. J Neurosci 27:5326–5337
Talavage TM, Ledden PJ, Benson RR, Rosen BR, Melcher JR (2000) Frequency-dependent responses exhibited by multiple regions in human auditory cortex. Hear Res 150:225–244
Talavage TM, Sereno MI, Melcher JR, Ledden PJ, Rosen BR, Dale AM (2004) Tonotopic organization in human auditory cortex revealed by progressions of frequency sensitivity. J Neurophysiol 91:1282–1296
Talkington WJ, Rapuano KM, Hitt LA, Frum CA, Lewis JW (2012) Humans mimicking animals: a cortical hierarchy for human vocal communication sounds. J Neurosci 32:8084–8093
Tanji K, Leopold DA, Ye FQ, Zhu C, Malloy M, Saunders RC, Mishkin M (2010) Effect of sound intensity on tonotopic fMRI maps in the unanesthetized monkey. Neuroimage 49:150–157
Tarr MJ, Gauthier I (2000) FFA: a flexible fusiform area for subordinate-level visual processing automatized by expertise. Nat Neurosci 3:764–769
Taylor JC, Downing PE (2011) Division of labor between lateral and ventral extrastriate representations of faces, bodies, and objects. J Cogn Neurosci 23:4122–4137
Thirion B, Duchesnay E, Hubbard E, Dubois J, Poline JB, Lebihan D, Dehaene S (2006) Inverse retinotopy: inferring the visual content of images from brain activation patterns. Neuroimage 33:1104–1116
Tootell RB, Silverman MS, Switkes E, De Valois RL (1982) Deoxyglucose analysis of retinotopic organization in primate striate cortex. Science 218:902–904
Tootell RB, Hadjikhani N, Hall EK, Marrett S, Vanduffel W, Vaughan JT, Dale AM (1998) The retinotopy of visual spatial attention. Neuron 21:1409–1422
Trampel R, Ott DV, Turner R (2011) Do the congenitally blind have a stria of Gennari? First intracortical insights in vivo. Cereb Cortex 21:2075–2081
Turner R, Oros-Peusquens AM, Romanzetti S, Zilles K, Shah NJ (2008) Optimised in vivo visualisation of cortical structures in the human brain at 3 T using IR-TSE. Magn Reson Imaging 26:935–942
Ungerleider LG, Mishkin M (1982) Two cortical visual systems. In: Ingle DJ, Mansfield RJW, Goodale MS (eds) The analysis of visual behavior. MIT Press, Cambridge, pp 549–586
Van Boven RW, Ingeholm JE, Beauchamp MS, Bikle PC, Ungerleider LG (2005) Tactile form and location processing in the human brain. Proc Natl Acad Sci USA 102:12601–12605
van der Linden M, Murre JM, van Turennout M (2008) Birds of a feather flock together: experience-driven formation of visual object categories in human ventral temporal cortex. PLoS One 3:e3995
van Turennout M, Ellmore T, Martin A (2000) Long-lasting cortical plasticity in the object naming system. Nat Neurosci 3:1329–1334
Veldhuizen MG, Small DM (2011) Modality-specific neural effects of selective attention to taste and odor. Chem Senses 36:747–760
Veldhuizen MG, Bender G, Constable RT, Small DM (2007) Trying to detect taste in a tasteless solution: modulation of early gustatory cortex by attention to taste. Chem Senses 32:569–581
Veldhuizen MG, Douglas D, Aschenbrenner K, Gitelman DR, Small DM (2011a) The anterior insular cortex represents breaches of taste identity expectation. J Neurosci 31:14735–14744
Veldhuizen MG, Albrecht J, Zelano C, Boesveldt S, Breslin P, Lundstrom JN (2011b) Identification of human gustatory cortex by activation likelihood estimation. Hum Brain Mapp 32:2256–2266
Vonbekesy G (1949) The vibration of the cochlear partition in anatomical preparations and in models of the inner ear. J Acoust Soc Am 21:233–245
Vuilleumier P, Henson RN, Driver J, Dolan RJ (2002) Multiple levels of visual object constancy revealed by event-related fMRI of repetition priming. Nat Neurosci 5:491–499
Wade A, Augath M, Logothetis N, Wandell B (2008) fMRI measurements of color in macaque and human. J Vis 8(6):1–19
Wall MB, Walker R, Smith AT (2009) Functional imaging of the human superior colliculus: an optimised approach. Neuroimage 47:1620–1627
Wallis G, Backus BT, Langer M, Huebner G, Bulthoff H (2009) Learning illumination- and orientation-invariant representations of objects through temporal association. J Vis 9:6
Wandell BA, Winawer J (2011) Imaging retinotopic maps in the human brain. Vision Res 51:718–737
Wandell BA, Dumoulin SO, Brewer AA (2007) Visual field maps in human cortex. Neuron 56:366–383
Weiner KS, Sayres R, Vinberg J, Grill-Spector K (2010) fMRI-adaptation and category selectivity in human ventral temporal cortex: regional differences across time scales. J Neurophysiol 103:3349–3365
Wessinger CM, VanMeter J, Tian B, Van Lare J, Pekar J, Rauschecker JP (2001) Hierarchical organization of the human auditory cortex revealed by functional magnetic resonance imaging. J Cogn Neurosci 13:1–7
Wiggs CL, Martin A (1998) Properties and mechanisms of perceptual priming. Curr Opin Neurobiol 8:227–233
Wong AC, Palmeri TJ, Rogers BP, Gore JC, Gauthier I (2009) Beyond shape: how you learn about objects affects how they are represented in visual cortex. PLoS One 4:e8405
Woods DL, Stecker GC, Rinne T, Herron TJ, Cate AD, Yund EW, Liao I, Kang X (2009) Functional maps of human auditory cortex: effects of acoustic features and attention. PLoS One 4:e5183
Xu Y (2005) Revisiting the role of the fusiform face area in visual expertise. Cereb Cortex 15:1234–1242
Yacoub R, Ferrucci S (2011) Charles Bonnet syndrome. Optometry 82:421–427
Yacoub E, Shmuel A, Logothetis N, Ugurbil K (2007) Robust detection of ocular dominance columns in humans using Hahn spin echo BOLD functional MRI at 7 Tesla. Neuroimage 37:1161–1177
Yoo SS, Freeman DK, McCarthy JJ 3rd, Jolesz FA (2003) Neural substrates of tactile imagery: a functional MRI study. Neuroreport 14:581–585
Zelano C, Bensafi M, Porter J, Mainland J, Johnson B, Bremner E, Telles C, Khan R, Sobel N (2005) Attentional modulation in human primary olfactory cortex. Nat Neurosci 8:114–120
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Harel, A., Baker, C.I. (2014). Imaging Perception. In: Mulert, C., Shenton, M. (eds) MRI in Psychiatry. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-642-54542-9_9
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