{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,4,6]],"date-time":"2026-04-06T21:46:55Z","timestamp":1775512015849,"version":"3.50.1"},"reference-count":39,"publisher":"Springer Science and Business Media LLC","issue":"11-12","license":[{"start":{"date-parts":[[2012,8,4]],"date-time":"2012-08-04T00:00:00Z","timestamp":1344038400000},"content-version":"tdm","delay-in-days":0,"URL":"http:\/\/www.springer.com\/tdm"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["Biol Cybern"],"published-print":{"date-parts":[[2012,12]]},"DOI":"10.1007\/s00422-012-0511-9","type":"journal-article","created":{"date-parts":[[2012,8,3]],"date-time":"2012-08-03T14:32:12Z","timestamp":1344004332000},"page":"691-713","source":"Crossref","is-referenced-by-count":27,"title":["Hebbian mechanisms help explain development of multisensory integration in the superior colliculus: a neural network model"],"prefix":"10.1007","volume":"106","author":[{"given":"C.","family":"Cuppini","sequence":"first","affiliation":[]},{"given":"E.","family":"Magosso","sequence":"additional","affiliation":[]},{"given":"B.","family":"Rowland","sequence":"additional","affiliation":[]},{"given":"B.","family":"Stein","sequence":"additional","affiliation":[]},{"given":"M.","family":"Ursino","sequence":"additional","affiliation":[]}],"member":"297","published-online":{"date-parts":[[2012,8,4]]},"reference":[{"key":"511_CR1","doi-asserted-by":"crossref","first-page":"12775","DOI":"10.1523\/JNEUROSCI.3524-07.2007","volume":"27","author":"JC Alvarado","year":"2007","unstructured":"Alvarado JC, Stanford TR, Vaughan JW, Stein BE (2007) Cortex Mediates Multisensory But Not Unisensory Integration in Superior Colliculus. J Neurosci 27: 12775\u201312786","journal-title":"J Neurosci"},{"key":"511_CR2","doi-asserted-by":"crossref","first-page":"13","DOI":"10.1016\/j.brainres.2008.03.074","volume":"1242","author":"JC Alvarado","year":"2008","unstructured":"Alvarado JC, Rowland BA, Stanford TR, Stein BE (2008) A neural network model of multisensory integration also accounts for unisensory integration in superior colliculus. Brain Res 1242: 13\u201323","journal-title":"Brain Res"},{"key":"511_CR3","doi-asserted-by":"crossref","first-page":"6580","DOI":"10.1523\/JNEUROSCI.0525-09.2009","volume":"29","author":"JC Alvarado","year":"2009","unstructured":"Alvarado JC, Stanford TR, Rowland BA, Vaughan JW, Stein BE (2009) Multisensory Integration in the Superior Colliculus Requires Synergy among Corticocollicular Inputs. J Neurosci 29: 6580\u20136592","journal-title":"J Neurosci"},{"key":"511_CR4","doi-asserted-by":"crossref","first-page":"6713","DOI":"10.1523\/JNEUROSCI.23-17-06713.2003","volume":"23","author":"TJ Anastasio","year":"2003","unstructured":"Anastasio TJ, Patton PE (2003) A two-stage unsupervised learning algorithm reproduces multisensory enhancement in a neural network model of the corticotectal system. J Neurosci 23: 6713\u20136727","journal-title":"J Neurosci"},{"key":"511_CR5","doi-asserted-by":"crossref","first-page":"1165","DOI":"10.1162\/089976600300015547","volume":"12","author":"TJ Anastasio","year":"2000","unstructured":"Anastasio TJ, Patton PE, Belkacem-Boussaid K (2000) Using Bayes rule to model multisensory enhancement in the superior colliculus. Neural Comput 12: 1165\u20131187","journal-title":"Neural Comput"},{"key":"511_CR6","doi-asserted-by":"crossref","first-page":"344","DOI":"10.3758\/CABN.4.3.344","volume":"4","author":"H Colonius","year":"2004","unstructured":"Colonius H, Diederich A (2004) Why aren\u2019t all deep superior colliculus neurons multisensory? A Bayes\u2019 ratio analysis. Cogn Affect Behav Neurosci 4: 344\u2013353","journal-title":"Cogn Affect Behav Neurosci"},{"key":"511_CR7","first-page":"1","volume":"4","author":"C Cuppini","year":"2010","unstructured":"Cuppini C, Ursino M, Magosso E, Rowland BA, Stein BE (2010) An emergent model of multisensory integration in superior colliculus neurons. Front Integr Neurosci 4: 1\u201315","journal-title":"Front Integr Neurosci"},{"key":"511_CR8","doi-asserted-by":"crossref","first-page":"341","DOI":"10.1007\/s00221-011-2714-z","volume":"213","author":"C Cuppini","year":"2011","unstructured":"Cuppini C, Stein B, Rowland B, Magosso E, Ursino M (2011) A computational study of multisensory maturation in the superior colliculus (SC). Exp Brain Res 213: 341\u2013349","journal-title":"Exp Brain Res"},{"key":"511_CR9","doi-asserted-by":"crossref","first-page":"2902","DOI":"10.1093\/cercor\/bhp060","volume":"19","author":"V Fuentes-Santamaria","year":"2009","unstructured":"Fuentes-Santamaria V, Alvarado JC, McHaffie JG, Stein BE (2009) Axon morphologies and convergence patterns of projections from different sensory-specific cortices of the anterior ectosylvian sulcus onto multisensory neurons in the cat superior colliculus. Cereb Cortex 19: 2902\u20132915","journal-title":"Cereb Cortex"},{"key":"511_CR10","doi-asserted-by":"crossref","first-page":"R762","DOI":"10.1016\/j.cub.2005.08.058","volume":"15","author":"NP Holmes","year":"2005","unstructured":"Holmes NP, Spence C (2005) Multisensory integration: space, time and superadditivity. Curr Biol 15: R762\u2013R764","journal-title":"Curr Biol"},{"key":"511_CR11","doi-asserted-by":"crossref","first-page":"506","DOI":"10.1152\/jn.2001.85.2.506","volume":"85","author":"W Jiang","year":"2001","unstructured":"Jiang W, Wallace MT, Jiang H, Vaughan JW, Stein BE (2001) Two cortical areas mediate multisensory integration in superior colliculus neurons. J Neurophysiol 85: 506\u2013522","journal-title":"J Neurophysiol"},{"key":"511_CR12","doi-asserted-by":"crossref","first-page":"1240","DOI":"10.1162\/089892902760807230","volume":"14","author":"W Jiang","year":"2002","unstructured":"Jiang W, Jiang H, Stein BE (2002) Two corticotectal areas facilitate multisensory orientation behavior. J Cogn Neurosci 14: 1240\u20131255","journal-title":"J Cogn Neurosci"},{"key":"511_CR13","doi-asserted-by":"crossref","first-page":"1380","DOI":"10.1152\/jn.00880.2005","volume":"95","author":"W Jiang","year":"2006","unstructured":"Jiang W, Jiang H, Stein BE (2006) Neonatal cortical ablation disrupts multisensory development in superior colliculus. J Neurophysiol 95: 1380\u20131396","journal-title":"J Neurophysiol"},{"key":"511_CR14","doi-asserted-by":"crossref","first-page":"557","DOI":"10.1152\/jn.00591.2006","volume":"97","author":"W Jiang","year":"2007","unstructured":"Jiang W, Jiang H, Rowland BA, Stein BE (2007) Multisensory orientation behavior is disrupted by neonatal cortical ablation. J Neurophysiol 97: 557\u2013562","journal-title":"J Neurophysiol"},{"key":"511_CR15","doi-asserted-by":"crossref","first-page":"2834","DOI":"10.1152\/jn.1997.78.6.2834","volume":"78","author":"DC Kadunce","year":"1997","unstructured":"Kadunce DC, Vaughan JW, Wallace MT, Benedek G, Stein BE (1997) Mechanisms of within- and cross-modality suppression in the superior colliculus. J Neurophysiol 78: 2834\u20132847","journal-title":"J Neurophysiol"},{"key":"511_CR16","doi-asserted-by":"crossref","first-page":"303","DOI":"10.1007\/s002210100772","volume":"139","author":"DC Kadunce","year":"2001","unstructured":"Kadunce DC, Vaughan JW, Wallace MT, Stein BE (2001) The influence of visual and auditory receptive field organization on multisensory integration in the superior colliculus. Exp Brain Res 139: 303\u2013310","journal-title":"Exp Brain Res"},{"key":"511_CR17","doi-asserted-by":"crossref","DOI":"10.1093\/oso\/9780195104912.001.0001","volume-title":"Biophysics of computation: information processing in single neurons","author":"C Koch","year":"1998","unstructured":"Koch C (1998) Biophysics of computation: information processing in single neurons. Oxford University Press, New York"},{"key":"511_CR18","doi-asserted-by":"crossref","first-page":"817","DOI":"10.1016\/j.neunet.2008.06.003","volume":"21","author":"E Magosso","year":"2008","unstructured":"Magosso E, Cuppini C, Serino A, Di Pellegrino G, Ursino M (2008) A theoretical study of multisensory integration in the superior colliculus by a neural network model. Neural Netw 21: 817\u2013829","journal-title":"Neural Netw"},{"key":"511_CR19","doi-asserted-by":"crossref","first-page":"731","DOI":"10.1016\/S0028-3932(98)00067-0","volume":"37","author":"P Maruff","year":"1999","unstructured":"Maruff P, Yucel M, Danckert J, Stuart G, Currie J (1999) Facilitation and inhibition arising from the exogenous orienting of covert attention depends on the temporal properties of spatial cues and targets. Neuropsychologia 37: 731\u2013744","journal-title":"Neuropsychologia"},{"key":"511_CR20","doi-asserted-by":"crossref","first-page":"640","DOI":"10.1152\/jn.1986.56.3.640","volume":"56","author":"MA Meredith","year":"1986","unstructured":"Meredith MA, Stein BE (1986) Visual, auditory, and somatosensory convergence on cells in superior colliculus results in multisensory integration. J Neurophysiol 56: 640\u2013662","journal-title":"J Neurophysiol"},{"key":"511_CR21","doi-asserted-by":"crossref","first-page":"3215","DOI":"10.1523\/JNEUROSCI.07-10-03215.1987","volume":"7","author":"MA Meredith","year":"1987","unstructured":"Meredith MA, Nemitz JW, Stein BE (1987) Determinants of multisensory integration in superior colliculus neurons. I. Temporal factors. J Neurosci 7: 3215\u20133229","journal-title":"J Neurosci"},{"key":"511_CR22","doi-asserted-by":"crossref","first-page":"1843","DOI":"10.1152\/jn.1996.75.5.1843","volume":"75","author":"MA Meredith","year":"1996","unstructured":"Meredith MA, Stein BE (1996) Spatial determinants of multisensory integration in cat superior colliculus neurons. J Neurophysiol 75: 1843\u20131857","journal-title":"J Neurophysiol"},{"key":"511_CR23","doi-asserted-by":"crossref","first-page":"775","DOI":"10.1038\/nn.2815","volume":"14","author":"T Ohshiro","year":"2011","unstructured":"Ohshiro T, Angelaki DE, DeAngelis GC (2011) A normalization model of multisensory integration. Nat Neurosci 14: 775\u2013782","journal-title":"Nat Neurosci"},{"key":"511_CR24","doi-asserted-by":"crossref","first-page":"783","DOI":"10.1162\/08997660360581903","volume":"15","author":"PE Patton","year":"2003","unstructured":"Patton PE, Anastasio TJ (2003) Modelling cross-modal enhancement and modality-specific suppression in multisensory neurons. Neural Comput 15: 783\u2013810","journal-title":"Neural Comput"},{"key":"511_CR25","doi-asserted-by":"crossref","first-page":"10","DOI":"10.1016\/S0926-6410(02)00057-5","volume":"14","author":"PE Patton","year":"2002","unstructured":"Patton PE, Belkacem-Boussaid K, Anastasio TJ (2002) Multimodality in the superior colliculus: an information theoretic analysis. Brain Res Cogn Brain Res 14: 10\u201319","journal-title":"Brain Res Cogn Brain Res"},{"key":"511_CR26","doi-asserted-by":"crossref","first-page":"1431","DOI":"10.1068\/p5842","volume":"36","author":"BA Rowland","year":"2007","unstructured":"Rowland BA, Stanford TR, Stein BE (2007) A model of the neural mechanisms underlying multisensory integration in the superior colliculus. Perception 36: 1431\u20131443","journal-title":"Perception"},{"key":"511_CR27","doi-asserted-by":"crossref","first-page":"51","DOI":"10.1111\/j.1749-6632.1990.tb48891.x","volume":"608","author":"BE Stein","year":"1990","unstructured":"Stein BE, Meredith MA (1990) Multisensory integration. Neural and behavioral solutions for dealing with stimuli from different sensory modalities. Ann N Y Acad Sci 608: 51\u201370","journal-title":"Ann N Y Acad Sci"},{"key":"511_CR28","volume-title":"The merging of the senses","author":"BE Stein","year":"1993","unstructured":"Stein BE, Meredith MA (1993) The merging of the senses. MIT Press, Cambridge, MA"},{"key":"511_CR29","doi-asserted-by":"crossref","first-page":"667","DOI":"10.1152\/jn.1973.36.4.667","volume":"36","author":"BE Stein","year":"1973","unstructured":"Stein BE, Labos E, Kruger L (1973a) Sequence of changes in properties of neurons of superior colliculus of the kitten during maturation. J Neurophysiol 36: 667\u2013679","journal-title":"J Neurophysiol"},{"key":"511_CR30","doi-asserted-by":"crossref","first-page":"680","DOI":"10.1152\/jn.1973.36.4.680","volume":"36","author":"BE Stein","year":"1973","unstructured":"Stein BE, Labos E, Kruger L (1973b) Determinants of response latency in neurons of superior colliculus in kittens. J Neurophysiol 36: 680\u2013689","journal-title":"J Neurophysiol"},{"key":"511_CR31","doi-asserted-by":"crossref","first-page":"55","DOI":"10.1007\/s10827-008-0096-4","volume":"26","author":"M Ursino","year":"2009","unstructured":"Ursino M, Cuppini C, Magosso E, Serino A, Di Pellegrino G (2009) Multisensory integration in the superior colliculus: a neural network model. J Comput Neurosci 26: 55\u201373","journal-title":"J Comput Neurosci"},{"key":"511_CR32","doi-asserted-by":"crossref","first-page":"429","DOI":"10.1152\/jn.1994.71.1.429","volume":"71","author":"MT Wallace","year":"1994","unstructured":"Wallace MT, Stein BE (1994) Cross-modal synthesis in the midbrain depends on input from cortex. J Neurophysiol 71: 429\u2013432","journal-title":"J Neurophysiol"},{"key":"511_CR33","doi-asserted-by":"crossref","first-page":"2429","DOI":"10.1523\/JNEUROSCI.17-07-02429.1997","volume":"17","author":"MT Wallace","year":"1997","unstructured":"Wallace MT, Stein BE (1997) Development of multisensory neurons and multisensory integration in cat superior colliculus. J Neurosci 17: 2429\u20132444","journal-title":"J Neurosci"},{"key":"511_CR34","doi-asserted-by":"crossref","first-page":"3578","DOI":"10.1152\/jn.2000.83.6.3578","volume":"83","author":"MT Wallace","year":"2000","unstructured":"Wallace MT, Stein BE (2000) Onset of cross-modal synthesis in the neonatal superior colliculus is gated by the development of cortical influences. J Neurophysiol 83: 3578\u20133582","journal-title":"J Neurophysiol"},{"key":"511_CR35","doi-asserted-by":"crossref","first-page":"8886","DOI":"10.1523\/JNEUROSCI.21-22-08886.2001","volume":"21","author":"MT Wallace","year":"2001","unstructured":"Wallace MT, Stein BE (2001) Sensory and multisensory responses in the newborn monkey superior colliculus. J Neurosci 21: 8886\u20138894","journal-title":"J Neurosci"},{"key":"511_CR36","doi-asserted-by":"crossref","first-page":"921","DOI":"10.1152\/jn.00497.2006","volume":"97","author":"MT Wallace","year":"2007","unstructured":"Wallace MT, Stein BE (2007) Early experience determines how the senses will interact. J Neurophysiol 97: 921\u2013926","journal-title":"J Neurophysiol"},{"key":"511_CR37","doi-asserted-by":"crossref","first-page":"9580","DOI":"10.1523\/JNEUROSCI.2535-04.2004","volume":"24","author":"MT Wallace","year":"2004","unstructured":"Wallace MT, Perrault TJ Jr, Hairston WD, Stein BE (2004) Visual experience is necessary for the development of multisensory integration. J Neurosci 24: 9580\u20139584","journal-title":"J Neurosci"},{"key":"511_CR38","doi-asserted-by":"crossref","first-page":"11844","DOI":"10.1523\/JNEUROSCI.3295-06.2006","volume":"26","author":"MT Wallace","year":"2006","unstructured":"Wallace MT, Carriere BN, Perrault TJ Jr, Vaughan JW, Stein BE (2006) The development of cortical multisensory integration. J Neurosci 26: 11844\u201311849","journal-title":"J Neurosci"},{"key":"511_CR39","doi-asserted-by":"crossref","first-page":"4904","DOI":"10.1523\/JNEUROSCI.5575-09.2010","volume":"30","author":"L Yu","year":"2010","unstructured":"Yu L, Rowland BA, Stein BE (2010) Initiating the development of multisensory integration by manipulating sensory experience. J Neurosci 30: 4904\u20134913","journal-title":"J Neurosci"}],"container-title":["Biological Cybernetics"],"original-title":[],"language":"en","link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/s00422-012-0511-9.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"text-mining"},{"URL":"http:\/\/link.springer.com\/article\/10.1007\/s00422-012-0511-9\/fulltext.html","content-type":"text\/html","content-version":"vor","intended-application":"text-mining"},{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/s00422-012-0511-9","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2022,1,25]],"date-time":"2022-01-25T15:07:35Z","timestamp":1643123255000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/s00422-012-0511-9"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2012,8,4]]},"references-count":39,"journal-issue":{"issue":"11-12","published-print":{"date-parts":[[2012,12]]}},"alternative-id":["511"],"URL":"https:\/\/doi.org\/10.1007\/s00422-012-0511-9","relation":{},"ISSN":["0340-1200","1432-0770"],"issn-type":[{"value":"0340-1200","type":"print"},{"value":"1432-0770","type":"electronic"}],"subject":[],"published":{"date-parts":[[2012,8,4]]}}}