Skip to main content
Top
Published in: Brain Topography 3/2012

01-07-2012 | Original Paper

Inverse Effectiveness and Multisensory Interactions in Visual Event-Related Potentials with Audiovisual Speech

Authors: Ryan A. Stevenson, Maxim Bushmakin, Sunah Kim, Mark T. Wallace, Aina Puce, Thomas W. James

Published in: Brain Topography | Issue 3/2012

Login to get access

Abstract

In recent years, it has become evident that neural responses previously considered to be unisensory can be modulated by sensory input from other modalities. In this regard, visual neural activity elicited to viewing a face is strongly influenced by concurrent incoming auditory information, particularly speech. Here, we applied an additive-factors paradigm aimed at quantifying the impact that auditory speech has on visual event-related potentials (ERPs) elicited to visual speech. These multisensory interactions were measured across parametrically varied stimulus salience, quantified in terms of signal to noise, to provide novel insights into the neural mechanisms of audiovisual speech perception. First, we measured a monotonic increase of the amplitude of the visual P1-N1-P2 ERP complex during a spoken-word recognition task with increases in stimulus salience. ERP component amplitudes varied directly with stimulus salience for visual, audiovisual, and summed unisensory recordings. Second, we measured changes in multisensory gain across salience levels. During audiovisual speech, the P1 and P1-N1 components exhibited less multisensory gain relative to the summed unisensory components with reduced salience, while N1-P2 amplitude exhibited greater multisensory gain as salience was reduced, consistent with the principle of inverse effectiveness. The amplitude interactions were correlated with behavioral measures of multisensory gain across salience levels as measured by response times, suggesting that change in multisensory gain associated with unisensory salience modulations reflects an increased efficiency of visual speech processing.
Appendix
Available only for authorised users
Literature
go back to reference Allison T, Ginter H, McCarthy G, Nobre AC, Puce A, Luby M, Spencer DD (1994a) Face recognition in human extrastriate cortex. J Neurophysiol 71(2):821–825PubMed Allison T, Ginter H, McCarthy G, Nobre AC, Puce A, Luby M, Spencer DD (1994a) Face recognition in human extrastriate cortex. J Neurophysiol 71(2):821–825PubMed
go back to reference Allison T, McCarthy G, Nobre A, Puce A, Belger A (1994b) Human extrastriate visual cortex and the perception of faces, words, numbers, and colors. Cereb Cortex 4(5):544–554PubMed Allison T, McCarthy G, Nobre A, Puce A, Belger A (1994b) Human extrastriate visual cortex and the perception of faces, words, numbers, and colors. Cereb Cortex 4(5):544–554PubMed
go back to reference Allison T, Puce A, Spencer DD, McCarthy G (1999) Electrophysiological studies of human face perception. I: potentials generated in occipitotemporal cortex by face and non-face stimuli. Cereb Cortex 9(5):415–430PubMed Allison T, Puce A, Spencer DD, McCarthy G (1999) Electrophysiological studies of human face perception. I: potentials generated in occipitotemporal cortex by face and non-face stimuli. Cereb Cortex 9(5):415–430PubMed
go back to reference Attwell D, Iadecola C (2002) The neural basis of functional brain imaging signals. Trends Neurosci 25(12):621–625PubMed Attwell D, Iadecola C (2002) The neural basis of functional brain imaging signals. Trends Neurosci 25(12):621–625PubMed
go back to reference Barth DS, Goldberg N, Brett B, Di S (1995) The spatiotemporal organization of auditory, visual, and auditory-visual evoked potentials in rat cortex. Brain Res 678(1–2):177–190PubMed Barth DS, Goldberg N, Brett B, Di S (1995) The spatiotemporal organization of auditory, visual, and auditory-visual evoked potentials in rat cortex. Brain Res 678(1–2):177–190PubMed
go back to reference Beauchamp MS, Argall BD, Bodurka J, Duyn JH, Martin A (2004a) Unraveling multisensory integration: patchy organization within human STS multisensory cortex. Nat Neurosci 7(11):1190–1192PubMed Beauchamp MS, Argall BD, Bodurka J, Duyn JH, Martin A (2004a) Unraveling multisensory integration: patchy organization within human STS multisensory cortex. Nat Neurosci 7(11):1190–1192PubMed
go back to reference Beauchamp MS, Lee KE, Argall BD, Martin A (2004b) Integration of auditory and visual information about objects in superior temporal sulcus. Neuron 41(5):809–823PubMed Beauchamp MS, Lee KE, Argall BD, Martin A (2004b) Integration of auditory and visual information about objects in superior temporal sulcus. Neuron 41(5):809–823PubMed
go back to reference Bentin S, Allison T, Puce A, Perez E, McCarthy G (1996) Electrophysiological studies of face perception in humans. J Cogn Neurosci 8(6):551–565PubMed Bentin S, Allison T, Puce A, Perez E, McCarthy G (1996) Electrophysiological studies of face perception in humans. J Cogn Neurosci 8(6):551–565PubMed
go back to reference Berman AL (1961) Interaction of cortical responses to somatic and auditory stimuli in anterior ectosylvian gyrus of cat. J Neurophysiol 24:608–620PubMed Berman AL (1961) Interaction of cortical responses to somatic and auditory stimuli in anterior ectosylvian gyrus of cat. J Neurophysiol 24:608–620PubMed
go back to reference Besle J, Fort A, Giard M (2004b) Interest and validity of the additive model in electrophysiological studies of multisensory interactions. Cogn Process 5:189–192 Besle J, Fort A, Giard M (2004b) Interest and validity of the additive model in electrophysiological studies of multisensory interactions. Cogn Process 5:189–192
go back to reference Brainard DH (1997) The psychophysics toolbox. Spat Vis 10(4):433–436PubMed Brainard DH (1997) The psychophysics toolbox. Spat Vis 10(4):433–436PubMed
go back to reference Brefczynski-Lewis J, Lowitszch S, Parsons M, Lemieux S, Puce A (2009) Audiovisual non-verbal dynamic faces elicit converging fMRI and ERP responses. Brain Topogr 21(3–4):193–206. doi:10.1007/s10548-009-0093-6 PubMed Brefczynski-Lewis J, Lowitszch S, Parsons M, Lemieux S, Puce A (2009) Audiovisual non-verbal dynamic faces elicit converging fMRI and ERP responses. Brain Topogr 21(3–4):193–206. doi:10.​1007/​s10548-009-0093-6 PubMed
go back to reference Calvert GA, Bullmore ET, Brammer MJ, Campbell R, Williams SC, McGuire PK, Woodruff PW, Iversen SD, David AS (1997) Activation of auditory cortex during silent lipreading. Science 276(5312):593–596PubMed Calvert GA, Bullmore ET, Brammer MJ, Campbell R, Williams SC, McGuire PK, Woodruff PW, Iversen SD, David AS (1997) Activation of auditory cortex during silent lipreading. Science 276(5312):593–596PubMed
go back to reference Calvert GA, Campbell R, Brammer MJ (2000) Evidence from functional magnetic resonance imaging of crossmodal binding in the human heteromodal cortex. Curr Biol 10(11):649–657PubMed Calvert GA, Campbell R, Brammer MJ (2000) Evidence from functional magnetic resonance imaging of crossmodal binding in the human heteromodal cortex. Curr Biol 10(11):649–657PubMed
go back to reference Calvert GA, Hansen PC, Iversen SD, Brammer MJ (2001) Detection of audio-visual integration sites in humans by application of electrophysiological criteria to the BOLD effect. NeuroImage 14(2):427–438PubMed Calvert GA, Hansen PC, Iversen SD, Brammer MJ (2001) Detection of audio-visual integration sites in humans by application of electrophysiological criteria to the BOLD effect. NeuroImage 14(2):427–438PubMed
go back to reference Clarke R, Morton J (1983) Cross modality facilitation in tachistoscope word recognition. Q J Exp Psychol 35A:79–96 Clarke R, Morton J (1983) Cross modality facilitation in tachistoscope word recognition. Q J Exp Psychol 35A:79–96
go back to reference Clavagnier S, Falchier A, Kennedy H (2004) Long-distance feedback projections to area V1: implications for multisensory integration, spatial awareness, and visual consciousness. Cogn Affect Behav Neurosci 4(2):117–126PubMed Clavagnier S, Falchier A, Kennedy H (2004) Long-distance feedback projections to area V1: implications for multisensory integration, spatial awareness, and visual consciousness. Cogn Affect Behav Neurosci 4(2):117–126PubMed
go back to reference Diederich A, Colonius H (2004) Bimodal and trimodal multisensory enhancement: effects of stimulus onset and intensity on reaction time. Percept Psychophys 66(8):1388–1404PubMed Diederich A, Colonius H (2004) Bimodal and trimodal multisensory enhancement: effects of stimulus onset and intensity on reaction time. Percept Psychophys 66(8):1388–1404PubMed
go back to reference Falchier A, Clavagnier S, Barone P, Kennedy H (2002) Anatomical evidence of multimodal integration in primate striate cortex. J Neurosci 22(13):5749–5759PubMed Falchier A, Clavagnier S, Barone P, Kennedy H (2002) Anatomical evidence of multimodal integration in primate striate cortex. J Neurosci 22(13):5749–5759PubMed
go back to reference Falchier A, Schroeder CE, Hackett TA, Lakatos P, Nascimento-Silva S, Ulbert I, Karmos G, Smiley JF (2010) Projection from visual areas V2 and prostriata to caudal auditory cortex in the monkey. Cereb Cortex 20(7):1529–1538. doi:10.1093/cercor/bhp213 PubMed Falchier A, Schroeder CE, Hackett TA, Lakatos P, Nascimento-Silva S, Ulbert I, Karmos G, Smiley JF (2010) Projection from visual areas V2 and prostriata to caudal auditory cortex in the monkey. Cereb Cortex 20(7):1529–1538. doi:10.​1093/​cercor/​bhp213 PubMed
go back to reference Fort A, Delpuech C, Pernier J, Giard MH (2002a) Dynamics of cortico-subcortical cross-modal operations involved in audio-visual object detection in humans. Cereb Cortex 12(10):1031–1039PubMed Fort A, Delpuech C, Pernier J, Giard MH (2002a) Dynamics of cortico-subcortical cross-modal operations involved in audio-visual object detection in humans. Cereb Cortex 12(10):1031–1039PubMed
go back to reference Fort A, Delpuech C, Pernier J, Giard MH (2002b) Early auditory–visual interactions in human cortex during nonredundant target identification. Brain Res Cogn Brain Res 14(1):20–30PubMed Fort A, Delpuech C, Pernier J, Giard MH (2002b) Early auditory–visual interactions in human cortex during nonredundant target identification. Brain Res Cogn Brain Res 14(1):20–30PubMed
go back to reference Giard M, Besle J (2010) Methodological considerations: electrophysiology of multisensory interactions in humans. In: Kaiser J, Naumer MJ (eds) Multisensory object perception in the primate brain. Springer, New York Giard M, Besle J (2010) Methodological considerations: electrophysiology of multisensory interactions in humans. In: Kaiser J, Naumer MJ (eds) Multisensory object perception in the primate brain. Springer, New York
go back to reference Giard MH, Peronnet F (1999) Auditory-visual integration during multimodal object recognition in humans: a behavioral and electrophysiological study. J Cogn Neurosci 11(5):473–490PubMed Giard MH, Peronnet F (1999) Auditory-visual integration during multimodal object recognition in humans: a behavioral and electrophysiological study. J Cogn Neurosci 11(5):473–490PubMed
go back to reference Haxby JV, Horwitz B, Ungerleider LG, Maisog JM, Pietrini P, Grady CL (1994) The functional organization of human extrastriate cortex: a PET-rCBF study of selective attention to faces and locations. J Neurosci 14(11 Pt 1):6336–6353PubMed Haxby JV, Horwitz B, Ungerleider LG, Maisog JM, Pietrini P, Grady CL (1994) The functional organization of human extrastriate cortex: a PET-rCBF study of selective attention to faces and locations. J Neurosci 14(11 Pt 1):6336–6353PubMed
go back to reference Hershenson M (1962) Reaction time as a measure of intersensory facilitation. J Exp Psychol 63:289–293PubMed Hershenson M (1962) Reaction time as a measure of intersensory facilitation. J Exp Psychol 63:289–293PubMed
go back to reference James TW, Gauthier I (2006) Repetition-induced changes in BOLD response reflect accumulation of neural activity. Hum Brain Mapp 27(1):37–46PubMed James TW, Gauthier I (2006) Repetition-induced changes in BOLD response reflect accumulation of neural activity. Hum Brain Mapp 27(1):37–46PubMed
go back to reference James TW, Stevenson RA (2012) The use of fMRI to assess multisensory integration. In: Wallace MH, Murray MM (eds) Frontiers in the neural basis of multisensory processes. Taylor & Francis, London James TW, Stevenson RA (2012) The use of fMRI to assess multisensory integration. In: Wallace MH, Murray MM (eds) Frontiers in the neural basis of multisensory processes. Taylor & Francis, London
go back to reference James TW, Stevenson RA, Kim S (2009) Assessing multisensory integration with additive factors and functional MRI. In: Proceedings of the International Society for Psychophysics, Dublin James TW, Stevenson RA, Kim S (2009) Assessing multisensory integration with additive factors and functional MRI. In: Proceedings of the International Society for Psychophysics, Dublin
go back to reference James TW, Stevenson RA, Kim S (2012) Inverse effectiveness in multisensory processing. In: Stein BE (ed) The new handbook of multisensory processes. MIT Press, Cambridge James TW, Stevenson RA, Kim S (2012) Inverse effectiveness in multisensory processing. In: Stein BE (ed) The new handbook of multisensory processes. MIT Press, Cambridge
go back to reference Joassin F, Maurage P, Bruyer R, Crommelinck M, Campanella S (2004) When audition alters vision: an event-related potential study of the cross-modal interactions between faces and voices. Neurosci Lett 369(2):132–137PubMed Joassin F, Maurage P, Bruyer R, Crommelinck M, Campanella S (2004) When audition alters vision: an event-related potential study of the cross-modal interactions between faces and voices. Neurosci Lett 369(2):132–137PubMed
go back to reference Kawashima R, O’Sullivan BT, Roland PE (1995) Positron-emission tomography studies of cross-modality inhibition in selective attentional tasks: closing the “mind’s eye”. Proc Natl Acad Sci USA 92(13):5969–5972PubMed Kawashima R, O’Sullivan BT, Roland PE (1995) Positron-emission tomography studies of cross-modality inhibition in selective attentional tasks: closing the “mind’s eye”. Proc Natl Acad Sci USA 92(13):5969–5972PubMed
go back to reference Kim S, James TW (2010) Enhanced effectiveness in visuo-haptic object-selective brain regions with increasing stimulus salience. Hum Brain Mapp 31(5):678–693. doi:10.1002/hbm.20897 PubMed Kim S, James TW (2010) Enhanced effectiveness in visuo-haptic object-selective brain regions with increasing stimulus salience. Hum Brain Mapp 31(5):678–693. doi:10.​1002/​hbm.​20897 PubMed
go back to reference Kim S, Stevenson RA, James TW (2011) Visuo-haptic neuronal convergence demonstrated with an inversely effective pattern of BOLD activation. J Cogn Neurosci 24(4):830–842. doi: 10.1162/jocn_a_00176 PubMed Kim S, Stevenson RA, James TW (2011) Visuo-haptic neuronal convergence demonstrated with an inversely effective pattern of BOLD activation. J Cogn Neurosci 24(4):830–842. doi: 10.​1162/​jocn_​a_​00176 PubMed
go back to reference Klucharev V, Mottonen R, Sams M (2003) Electrophysiological indicators of phonetic and non-phonetic multisensory interactions during audiovisual speech perception. Brain Res Cogn Brain Res 18(1):65–75PubMed Klucharev V, Mottonen R, Sams M (2003) Electrophysiological indicators of phonetic and non-phonetic multisensory interactions during audiovisual speech perception. Brain Res Cogn Brain Res 18(1):65–75PubMed
go back to reference Kriegeskorte N, Simmons WK, Bellgowan PS, Baker CI (2009) Circular analysis in systems neuroscience: the dangers of double dipping. Nat Neurosci 12(5):535–540. doi:10.1038/nn.2303 PubMed Kriegeskorte N, Simmons WK, Bellgowan PS, Baker CI (2009) Circular analysis in systems neuroscience: the dangers of double dipping. Nat Neurosci 12(5):535–540. doi:10.​1038/​nn.​2303 PubMed
go back to reference Lachs L, Hernandez LR (1998) Update: the Hoosier Audiovisual Multitalker Database. Research on spoken language processing. Speech Research Laboratory, Indiana University, Bloomington Lachs L, Hernandez LR (1998) Update: the Hoosier Audiovisual Multitalker Database. Research on spoken language processing. Speech Research Laboratory, Indiana University, Bloomington
go back to reference Laming D, Laming J (1992) F. Hegelmaier: on memory for the length of a line. Psychol Res 54(4):233–239PubMed Laming D, Laming J (1992) F. Hegelmaier: on memory for the length of a line. Psychol Res 54(4):233–239PubMed
go back to reference Laurienti PJ, Burdette JH, Wallace MT, Yen YF, Field AS, Stein BE (2002) Deactivation of sensory-specific cortex by cross-modal stimuli. J Cogn Neurosci 14(3):420–429PubMed Laurienti PJ, Burdette JH, Wallace MT, Yen YF, Field AS, Stein BE (2002) Deactivation of sensory-specific cortex by cross-modal stimuli. J Cogn Neurosci 14(3):420–429PubMed
go back to reference Logothetis NK (2002) The neural basis of the blood-oxygen-level-dependent functional magnetic resonance imaging signal. Philos Trans R Soc London 357(1424):1003–1037 Logothetis NK (2002) The neural basis of the blood-oxygen-level-dependent functional magnetic resonance imaging signal. Philos Trans R Soc London 357(1424):1003–1037
go back to reference Logothetis NK (2003) The underpinnings of the BOLD functional magnetic resonance imaging signal. J Neurosci 23(10):3963–3971PubMed Logothetis NK (2003) The underpinnings of the BOLD functional magnetic resonance imaging signal. J Neurosci 23(10):3963–3971PubMed
go back to reference Lovelace CT, Stein BE, Wallace MT (2003) An irrelevant light enhances auditory detection in humans: a psychophysical analysis of multisensory integration in stimulus detection. Brain Res Cogn Brain Res 17(2):447–453PubMed Lovelace CT, Stein BE, Wallace MT (2003) An irrelevant light enhances auditory detection in humans: a psychophysical analysis of multisensory integration in stimulus detection. Brain Res Cogn Brain Res 17(2):447–453PubMed
go back to reference Luce PA, Pisoni DB (1998) Recognizing spoken words: the neighborhood activation model. Ear Hear 19(1):1–36PubMed Luce PA, Pisoni DB (1998) Recognizing spoken words: the neighborhood activation model. Ear Hear 19(1):1–36PubMed
go back to reference Macaluso E, Frith CD, Driver J (2000) Modulation of human visual cortex by crossmodal spatial attention. Science 289(5482):1206–1208PubMed Macaluso E, Frith CD, Driver J (2000) Modulation of human visual cortex by crossmodal spatial attention. Science 289(5482):1206–1208PubMed
go back to reference Martuzzi R, Murray MM, Michel CM, Thiran JP, Maeder PP, Clarke S, Meuli RA (2007) Multisensory interactions within human primary cortices revealed by BOLD dynamics. Cereb Cortex 17(7):1672–1679. doi:10.1093/cercor/bhl077 PubMed Martuzzi R, Murray MM, Michel CM, Thiran JP, Maeder PP, Clarke S, Meuli RA (2007) Multisensory interactions within human primary cortices revealed by BOLD dynamics. Cereb Cortex 17(7):1672–1679. doi:10.​1093/​cercor/​bhl077 PubMed
go back to reference McGurk H, MacDonald J (1976) Hearing lips and seeing voices. Nature 264(5588):746–748PubMed McGurk H, MacDonald J (1976) Hearing lips and seeing voices. Nature 264(5588):746–748PubMed
go back to reference Meredith MA, Stein BE (1983) Interactions among converging sensory inputs in the superior colliculus. Science 221(4608):389–391PubMed Meredith MA, Stein BE (1983) Interactions among converging sensory inputs in the superior colliculus. Science 221(4608):389–391PubMed
go back to reference Meredith MA, Stein BE (1986) Visual, auditory, and somatosensory convergence on cells in superior colliculus results in multisensory integration. J Neurophysiol 56(3):640–662PubMed Meredith MA, Stein BE (1986) Visual, auditory, and somatosensory convergence on cells in superior colliculus results in multisensory integration. J Neurophysiol 56(3):640–662PubMed
go back to reference Miller J (1982) Divided attention: evidence for coactivation with redundant signals. Cogn Psychol 14(2):247–279PubMed Miller J (1982) Divided attention: evidence for coactivation with redundant signals. Cogn Psychol 14(2):247–279PubMed
go back to reference Molholm S, Ritter W, Murray MM, Javitt DC, Schroeder CE, Foxe JJ (2002) Multisensory auditory–visual interactions during early sensory processing in humans: a high-density electrical mapping study. Brain Res Cogn Brain Res 14(1):115–128PubMed Molholm S, Ritter W, Murray MM, Javitt DC, Schroeder CE, Foxe JJ (2002) Multisensory auditory–visual interactions during early sensory processing in humans: a high-density electrical mapping study. Brain Res Cogn Brain Res 14(1):115–128PubMed
go back to reference Molholm S, Ritter W, Javitt DC, Foxe JJ (2004) Multisensory visual-auditory object recognition in humans: a high-density electrical mapping study. Cereb Cortex 14(4):452–465PubMed Molholm S, Ritter W, Javitt DC, Foxe JJ (2004) Multisensory visual-auditory object recognition in humans: a high-density electrical mapping study. Cereb Cortex 14(4):452–465PubMed
go back to reference Murray MM, Molholm S, Michel CM, Heslenfeld DJ, Ritter W, Javitt DC, Schroeder CE, Foxe JJ (2005) Grabbing your ear: rapid auditory-somatosensory multisensory interactions in low-level sensory cortices are not constrained by stimulus alignment. Cereb Cortex 15(7):963–974. doi:10.1093/cercor/bhh197 PubMed Murray MM, Molholm S, Michel CM, Heslenfeld DJ, Ritter W, Javitt DC, Schroeder CE, Foxe JJ (2005) Grabbing your ear: rapid auditory-somatosensory multisensory interactions in low-level sensory cortices are not constrained by stimulus alignment. Cereb Cortex 15(7):963–974. doi:10.​1093/​cercor/​bhh197 PubMed
go back to reference Nelson WT, Hettinger LJ, Cunningham JA, Brickman BJ, Haas MW, McKinley RL (1998) Effects of localized auditory information on visual target detection performance using a helmet-mounted display. Hum Factors 40(3):452–460PubMed Nelson WT, Hettinger LJ, Cunningham JA, Brickman BJ, Haas MW, McKinley RL (1998) Effects of localized auditory information on visual target detection performance using a helmet-mounted display. Hum Factors 40(3):452–460PubMed
go back to reference Pelli DG (1997) The VideoToolbox software for visual psychophysics: transforming numbers into movies. Spatial Vis 10(4):437–442 Pelli DG (1997) The VideoToolbox software for visual psychophysics: transforming numbers into movies. Spatial Vis 10(4):437–442
go back to reference Perrault TJ Jr, Vaughan JW, Stein BE, Wallace MT (2003) Neuron-specific response characteristics predict the magnitude of multisensory integration. J Neurophysiol 90(6):4022–4026. doi:10.1152/jn.00494.2003 PubMed Perrault TJ Jr, Vaughan JW, Stein BE, Wallace MT (2003) Neuron-specific response characteristics predict the magnitude of multisensory integration. J Neurophysiol 90(6):4022–4026. doi:10.​1152/​jn.​00494.​2003 PubMed
go back to reference Ponton C, Eggermont JJ, Khosla D, Kwong B, Don M (2002) Maturation of human central auditory system activity: separating auditory evoked potentials by dipole source modeling. Clin Neurophysiol 113(3):407–420. doi:S1388245701007337[pii] PubMed Ponton C, Eggermont JJ, Khosla D, Kwong B, Don M (2002) Maturation of human central auditory system activity: separating auditory evoked potentials by dipole source modeling. Clin Neurophysiol 113(3):407–420. doi:S138824570100733​7[pii] PubMed
go back to reference Raab DH (1962) Statistical facilitation of simple reaction times. Trans New York Acad Sci 24:574–590 Raab DH (1962) Statistical facilitation of simple reaction times. Trans New York Acad Sci 24:574–590
go back to reference Rockland KS, Ojima H (2003) Multisensory convergence in calcarine visual areas in macaque monkey. Int J Psychophysiol 50(1–2):19–26PubMed Rockland KS, Ojima H (2003) Multisensory convergence in calcarine visual areas in macaque monkey. Int J Psychophysiol 50(1–2):19–26PubMed
go back to reference Roediger HL III, McDermott KB (1993) Implicit memory in normal subjects. In: Boller F, Grafman J (eds) Handbook of neuropsychology. Elsevier, Amsterdam, pp 63–131 Roediger HL III, McDermott KB (1993) Implicit memory in normal subjects. In: Boller F, Grafman J (eds) Handbook of neuropsychology. Elsevier, Amsterdam, pp 63–131
go back to reference Romei V, Murray MM, Merabet LB, Thut G (2007) Occipital transcranial magnetic stimulation has opposing effects on visual and auditory stimulus detection: implications for multisensory interactions. J Neurosci 27(43):11465–11472. doi:10.1523/JNEUROSCI.2827-07.2007 PubMed Romei V, Murray MM, Merabet LB, Thut G (2007) Occipital transcranial magnetic stimulation has opposing effects on visual and auditory stimulus detection: implications for multisensory interactions. J Neurosci 27(43):11465–11472. doi:10.​1523/​JNEUROSCI.​2827-07.​2007 PubMed
go back to reference Ross LA, Saint-Amour D, Leavitt VM, Javitt DC, Foxe JJ (2007) Do you see what I am saying? Exploring visual enhancement of speech comprehension in noisy environments. Cereb Cortex 17(5):1147–1153. doi:10.1093/cercor/bhl024 PubMed Ross LA, Saint-Amour D, Leavitt VM, Javitt DC, Foxe JJ (2007) Do you see what I am saying? Exploring visual enhancement of speech comprehension in noisy environments. Cereb Cortex 17(5):1147–1153. doi:10.​1093/​cercor/​bhl024 PubMed
go back to reference Sheffert SM, Lachs L, Hernandez LR (1996) The Hooiser audiovisual multitalker database. Research on spoken language processing. Speech Research Laboratory, Indiana University, Bloomington Sheffert SM, Lachs L, Hernandez LR (1996) The Hooiser audiovisual multitalker database. Research on spoken language processing. Speech Research Laboratory, Indiana University, Bloomington
go back to reference Soto-Faraco S, Navarra J, Alsius A (2004) Assessing automaticity in audiovisual speech integration: evidence from the speeded classification task. Cognition 92(3):B13–B23PubMed Soto-Faraco S, Navarra J, Alsius A (2004) Assessing automaticity in audiovisual speech integration: evidence from the speeded classification task. Cognition 92(3):B13–B23PubMed
go back to reference Stanford TR, Quessy S, Stein BE (2005) Evaluating the operations underlying multisensory integration in the cat superior colliculus. J Neurosci 25(28):6499–6508PubMed Stanford TR, Quessy S, Stein BE (2005) Evaluating the operations underlying multisensory integration in the cat superior colliculus. J Neurosci 25(28):6499–6508PubMed
go back to reference Stein B, Meredith MA (1993) The merging of the senses. MIT Press, Boston Stein B, Meredith MA (1993) The merging of the senses. MIT Press, Boston
go back to reference Stein BE, Wallace MT (1996) Comparisons of cross-modality integration in midbrain and cortex. Prog Brain Res 112:289–299PubMed Stein BE, Wallace MT (1996) Comparisons of cross-modality integration in midbrain and cortex. Prog Brain Res 112:289–299PubMed
go back to reference Stein BE, Huneycutt WS, Meredith MA (1988) Neurons and behavior: the same rules of multisensory integration apply. Brain Res 448(2):355–358PubMed Stein BE, Huneycutt WS, Meredith MA (1988) Neurons and behavior: the same rules of multisensory integration apply. Brain Res 448(2):355–358PubMed
go back to reference Stein BE, Stanford TR, Ramachandran R, Perrault TJ Jr, Rowland BA (2009) Challenges in quantifying multisensory integration: alternative criteria, models, and inverse effectiveness. Exp Brain Res 198(2–3):113–126. doi:10.1007/s00221-009-1880-8 PubMed Stein BE, Stanford TR, Ramachandran R, Perrault TJ Jr, Rowland BA (2009) Challenges in quantifying multisensory integration: alternative criteria, models, and inverse effectiveness. Exp Brain Res 198(2–3):113–126. doi:10.​1007/​s00221-009-1880-8 PubMed
go back to reference Sternberg S (1969) Memory-scanning: mental processes revealed by reaction-time experiments. Am Sci 57(4):421–457PubMed Sternberg S (1969) Memory-scanning: mental processes revealed by reaction-time experiments. Am Sci 57(4):421–457PubMed
go back to reference Sternberg S (1998) Discovering mental processing stages: the method of additive factors. In: Scarborough D, Sternberg S (eds) An invitation to cognitive science: volume 4, methods, models, and conceptual issues, vol 4. MIT Press, Cambridge, pp 739–811 Sternberg S (1998) Discovering mental processing stages: the method of additive factors. In: Scarborough D, Sternberg S (eds) An invitation to cognitive science: volume 4, methods, models, and conceptual issues, vol 4. MIT Press, Cambridge, pp 739–811
go back to reference Sternberg S (2001) Seperate modifiability, mental modules, and the use of pure and composite measures to reveal them. Acta Psychol 106:147–246 Sternberg S (2001) Seperate modifiability, mental modules, and the use of pure and composite measures to reveal them. Acta Psychol 106:147–246
go back to reference Stevenson RA, Geoghegan ML, James TW (2007) Superadditive BOLD activation in superior temporal sulcus with threshold non-speech objects. Exp Brain Res 179(1):85–95PubMed Stevenson RA, Geoghegan ML, James TW (2007) Superadditive BOLD activation in superior temporal sulcus with threshold non-speech objects. Exp Brain Res 179(1):85–95PubMed
go back to reference Stevenson RA, Kim S, James TW (2009) An additive-factors design to disambiguate neuronal and areal convergence: measuring multisensory interactions between audio, visual, and haptic sensory streams using fMRI. Exp Brain Res 198(2–3):183–194. doi:10.1007/s00221-009-1783-8 PubMed Stevenson RA, Kim S, James TW (2009) An additive-factors design to disambiguate neuronal and areal convergence: measuring multisensory interactions between audio, visual, and haptic sensory streams using fMRI. Exp Brain Res 198(2–3):183–194. doi:10.​1007/​s00221-009-1783-8 PubMed
go back to reference Sumby WH, Pollack I (1954) Visual contribution to speech intelligibility in noise. J Acoust Soc Am 26:212–215 Sumby WH, Pollack I (1954) Visual contribution to speech intelligibility in noise. J Acoust Soc Am 26:212–215
go back to reference Teder-Salejarvi WA, McDonald JJ, Di Russo F, Hillyard SA (2002) An analysis of audio-visual crossmodal integration by means of event-related potential (ERP) recordings. Brain Res Cogn Brain Res 14(1):106–114PubMed Teder-Salejarvi WA, McDonald JJ, Di Russo F, Hillyard SA (2002) An analysis of audio-visual crossmodal integration by means of event-related potential (ERP) recordings. Brain Res Cogn Brain Res 14(1):106–114PubMed
go back to reference Wallace MH, Murray MM (eds) (2011) Frontiers in the neural basis of multisensory processes. Taylor & Francis, London Wallace MH, Murray MM (eds) (2011) Frontiers in the neural basis of multisensory processes. Taylor & Francis, London
go back to reference Wallace MT, Meredith MA, Stein BE (1992) Integration of multiple sensory modalities in cat cortex. Exp Brain Res 91(3):484–488PubMed Wallace MT, Meredith MA, Stein BE (1992) Integration of multiple sensory modalities in cat cortex. Exp Brain Res 91(3):484–488PubMed
go back to reference Wallace MT, Meredith MA, Stein BE (1993) Converging influences from visual, auditory, and somatosensory cortices onto output neurons of the superior colliculus. J Neurophysiol 69(6):1797–1809PubMed Wallace MT, Meredith MA, Stein BE (1993) Converging influences from visual, auditory, and somatosensory cortices onto output neurons of the superior colliculus. J Neurophysiol 69(6):1797–1809PubMed
go back to reference Wallace MT, Wilkinson LK, Stein BE (1996) Representation and integration of multiple sensory inputs in primate superior colliculus. J Neurophysiol 76(2):1246–1266PubMed Wallace MT, Wilkinson LK, Stein BE (1996) Representation and integration of multiple sensory inputs in primate superior colliculus. J Neurophysiol 76(2):1246–1266PubMed
go back to reference Wallace MT, Meredith MA, Stein BE (1998) Multisensory integration in the superior colliculus of the alert cat. J Neurophysiol 80(2):1006–1010PubMed Wallace MT, Meredith MA, Stein BE (1998) Multisensory integration in the superior colliculus of the alert cat. J Neurophysiol 80(2):1006–1010PubMed
go back to reference Wilkinson LK, Meredith MA, Stein BE (1996) The role of anterior ectosylvian cortex in cross-modality orientation and approach behavior. Exp Brain Res 112(1):1–10PubMed Wilkinson LK, Meredith MA, Stein BE (1996) The role of anterior ectosylvian cortex in cross-modality orientation and approach behavior. Exp Brain Res 112(1):1–10PubMed
Metadata
Title
Inverse Effectiveness and Multisensory Interactions in Visual Event-Related Potentials with Audiovisual Speech
Authors
Ryan A. Stevenson
Maxim Bushmakin
Sunah Kim
Mark T. Wallace
Aina Puce
Thomas W. James
Publication date
01-07-2012
Publisher
Springer US
Published in
Brain Topography / Issue 3/2012
Print ISSN: 0896-0267
Electronic ISSN: 1573-6792
DOI
https://doi.org/10.1007/s10548-012-0220-7

Other articles of this Issue 3/2012

Brain Topography 3/2012 Go to the issue