Abstract
This review addresses the central role played by multimodal interactions in neurocognitive development. We first analyzed our studies of multimodal verbal and nonverbal cognition and emotional interactions within neuronal, that is, natural environments in typically developing children. We then tried to relate them to the topic of creating artificial environments using mobile toy robots to neurorehabilitate severely autistic children. By doing so, both neural/natural and artificial environments are considered as the basis of neuronal organization and reorganization. The common thread underlying the thinking behind this approach revolves around the brain’s intrinsic properties: neuroplasticity and the fact that the brain is neurodynamic. In our approach, neural organization and reorganization using natural or artificial environments aspires to bring computational perspectives into cognitive developmental neuroscience.
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Adolphs R, Tranel D (1999) Intact recognition of emotional prosody following amygdala damage. Neuropsychologia 37:1285–1292
Aggleton JP (2000) The amygdala: a functional analysis. Oxford University Press, Oxford
Amedi A, Malach R, Hendler T, Peled S, Zohary E (2001) Visuo-haptic object-related activation in the ventral visual pathway. Nat Neurosci 4:324–330
Banati RB, Goerres GW, Tjoa C, Aggleton JP, Grasby P (2000) The functional anatomy of visual-tactile integration in man: a study using positron emission tomography. Neuropsychologia 38(2):115–124
Bates E (1999) Language and the infant brain. J Commun Disord 32:195–205
Berthoz A (2003) La décision. Odile Jacob, Paris
Billard A (2003) Robota: clever toy and educational tool. Rob Auton Syst 42:259–269
Billard A, Calinon S, Dillmann R, Schaal S (2008) Robot programming by demonstration. In: Siciliano B, Khatib O (eds) Handbook of robotics, (chapter 59). Springer, New York
Bishop DVM (2006) What causes specific language impairment in children? Curr Dir Psychol Sci 15:217–221
Bowler F (2012) Autism spectrum disorders (ASD). Autism 16(3):223–225
Brass M, Heyes C (2005) Imitation: is cognitive neuroscience solving the correspondence problem? Trend Cogn Sci 9:489–495
Broman SH, Fletcher JM (1999) The changing nervous system. Neurobehavioral consequences of early brain disorders. Oxford University Press, Oxford
Brothers L (1990) The social brain: a project for integrating primate behaviour and neurophysiology in a new domain. Concept Neurosci 1:27–51
Callu D, Giannopulu I, Escolano S, Cusin F, Jacquier-Roux M, Dellatolas G (2005) Smooth pursuit eye movements are associated to phonological awareness in preschool children. Brain Cogn 58:217–225
Cangelosi A (2010) Grounding language in action and perception: from cognitive agents to humanoid robots. Phys Life Rev 7:139–151
Cappa SF, Perani D (2003) The neural correlates of noun and verb processing. J Neurolinguistics 16(2–3):183–189
Carpentier PA, Just MA, Keller T et al (2001) Dynamic cortical systems subserving cognition. fMRI studies with typical and atypical individuals. In: McClelland JL, Siegel RS (eds) Mechanisms of cognitive development. Lawrence Erlbaum, Associates Inc., Mahwah, pp 353–386
Carr L, Iacoboni M, Dubeau MC, Mazziotta JC, Lenzi GL (2003) Neural mechanisms of empathy in humans: a relay from neural systems for imitation to limbic areas. Proc Natl Acad Sci USA 100:5497–5502
Casey BJ, Tottenham N, Conor L, Durston S (2005) Imaging the developing brain: what have we learned about cognitive development? Trends Cogn Sci 9:104–110
Chaminade T, Zecca M, Blakemore SL, Takanishi A, Frith CD, Micara S, Dario P, Rizzolatti G, Gallese V, Unilta MA (2010) Brain response to a humanoid robot in areas implicated in the perception of human emotional gestures. PLoS ONE 5(7):11577
Christiansen MH, Chater N (2008) Language as shaped by the brain. Behav Brain Sci 31:489–508
Corbett BA, Carmean V, Ravizza S, Wendelken C, Henry ML, Carter C, Rivera SM (2009) A functional and structural study of emotion and face processing in children with autism. Psychiatry Res 30:196–205
Cusin F, Dellatolas G, Giannopulu I (2013) Action imitation and language embodiment in typically developing children aged 5 to 6 years old (submitted)
Dautenhahn K, Werry I (2002) A quantitative technique for analysing robot–human interactions. IEEE/RSJ international conference on intelligent robots and systems, 1132–1138
Dautenhahn K (2007) Socially intelligent robots: dimensions of human–robot interaction. Philosoph Trans R Soc B 362:679–704
Davis A, Robins BK, Dautenhahn K, Nehaniv CL, Powell S (eds). A comparison of interactive and robotic systems in therapy and education for children with autism. European conference for the advancement of assistive technology in Europe (AAATE’05) September 6–9 2005 IOS Press Lille, pp 353–357
Dehaene-Lambertz G, Dehaene S, Hertz-Pannier L (2002) Functional neuroimaging of speech perception in infants. Science 298:2013–2015
Dehaene-Lambertz G, Hertz-Pannier L, Dubois J, Mériaux S, Roche A, Sigman M, Dehaene S (2006) Functional organization of perisylvian activation during presentation of sentences in preverbal infants. Proc Natl Acad Sci USA 103:14240–14245
Dekker TM, Karmiloff-Smith A (2011) The dynamics of ontogeny. A neuroconstructivist perspective on genes, brains cognition and behavior. Prog Brain Res 189:23–33
Diagnostic and Statistical Manual of Mental Disorders, Fourth Edition Revised (DSM-IV-TR) (2003) Disorders usually first diagnosed in infancy, childhood, or adolescence, chapter 1
Duquette A, Michaud F, Mercier H (2004) Exploring the use of a mobile robot as an imitation agent with children with low-functioning autism. Autonomous Robots–Special Issue, 2, pp 147–157
Escalona A, Field T, Nadel J, Lundy B (2002) Brief report: imitation effects on children with autism. J Autism Dev Disord 32:141–144
Fair DA, Cohen AL, Dosenbach NUF, Church JA, Miezin MM, Barch DM, Raichle ME, Petersen SE, Schlaggar BL (2008) The maturing architecture of the brain’s default network. Proc Natl Acad Sci USA 105:4028–4032
Field TM, Woodson RW, Greenberg R, Cohen C (1982) Discrimination and imitation of facial expression by neonates. Science 218:179–181
Frith U, Frith CD (2003) Development and neurophysiology of mentalizing. Philosoph Trans R Soc B Biol Sci 358:459–473
Frith U, Morton J, Leslie AM (1991) The cognitive basis of a biological disorder: autism. Trends Neurosci 14:433–438
Garon N, Moore C (2004) Complex decision-making in early childhood. Brain Cogn 55:158–170
Giannopulu I (2011a) Contribution à la compréhension des representations multimodales chez l’homme sain et chez des patients avec atteinte neuropsychologique: une perspective “life span”. Université Pierre et Marie Curie (Paris VI), Habilitation à Diriger des Recherches
Giannopulu I (2011b) Cognitive and emotional interactions between autistic child, mobile toy robot and therapist. Front Comput Neurosci. doi:10.3389/conf.fncom.2011.52.00002
Giannopulu I (2012) From typical neurocognitive development to neurorehabilitation of autistic children using mobile toy robots. Robot and cognitive development conference, 10–12 September, Lausanne-Switzerland
Giannopulu I (2013) Multimodal human–robot interactions: the neurorehabilitation of severe autistic children. The Sixth International Conference on Advances in Computer-Human Interactions, IARIA, 24–27 February, Nice-France
Giannopulu I, Pradel G (2009a) Mobile toy robots can be used in autism therapy: an example of application. IEEE proceedings in the IROS 2009 paper number SuT8.pdf in the workshop CD
Giannopulu I, Pradel G (2009b) Interactions multimodales en situation de jeu libre entre enfants autistes et un robot mobile. 7ème Journée Nationale de la recherche en Robotique. Novembre, Domaine de La Grande Garenne 18330 Neuvy-sur-Barangeon
Giannopulu I, Pradel G (2010) Multimodal interactions in playful encounters of children with autism and a mobile robot. Neurorehabilitation 27(4):305–311
Giannopulu I, Pradel G (2012) From child–robot interaction to child–robot–therapist interaction: a case study in autism. Appl Bionics Biomech 9:173–179
Giannopulu I, Sagot I (2010) Ressenti émotionnel positif dans une tâche expérimentale chez l’enfant. Annales Médico-Psychologiques 168(10):740–745
Giannopulu I, Cusin F, Escolano S, Dellatolas G (2008) Cognitive associations of bimanual haptico visual recognition in preschoolers. Child Neuropsychol 14:227–236
Gogtay N, Giedd JN, Lusk L, Hayashi KM, Greenstein D, Vaituzis AC, Nugent TF 3rd, Herman DH, Clasen LS, Toga AW, Rapoport JL, Thompson PM (2004) Dynamic mapping of human cortical development during childhood through early adulthood. Proc Natl Acad Sci USA 101:8174–8179
Grafton ST, Arbib MA, Fadiga L, Rizzolatti G (1996) Localisations of grasp representations in humans by positron emission tomography. 2. Observation compared with imagination. Exp Brain Res 112:103–111
Hauk O, Johnsrude I, Pulvermüller F (2004) Somatotopic representation of action words in human motor and premotor cortex. Neuron 41(2):301–307
Hay DF, Pedersen J, Nash A (1982) Dyadic interaction in the first year of life. In: Rubin KH, Ross HS (eds) Peer relationship and social skills in childhood. Springer, New York, pp 11–40
Hermsdörfer J, Goldenberg G, Wachsmuth C, Conrad B, Ceballos-Baumann AO, Bartenstein P, Schwaiger M, Boecker H (2001) Cortical correlates of gesture processing: clues to the cerebral mechanisms underlying apraxia during the imitation of meaningless gestures. Neuroimage 14:149–161
Iacoboni M, Woods RP, Brass M, Bekkering H, Mazziotta JC, Rizzollati G (1999) Cortical mechanisms of human imitation. Science 286:2054–2528
Iacoboni M, Koski LM, Brass M, Bekkering H, Woods RP, Dubeau MC, Mazziota JC, Rizzolatti G (2001) Reafferent copies of imitated actions in the right superior temporal cortex. Proc Natl Acad Sci USA 98:13995–13999
International Classification of diseases and related health problems (ICD-10) (2006) Mental and behaviour diseases, chapter 5: F00-F99
Jorde LB, Hasstedt SJ, Ritvo ER, Mason-Brothers A, Freeman BJ, Pingree C, McMahon WM, Petersen B, Jenson WR, Mo A (1991) Complex segregation analysis of autism. Am J Hum Genet 49(5):932–938
Kana RK, Murdaugh DL, Libero LE, Pennick MR, Wadsworth HM, Deshpande R et al. (2011) Probing the brain in autism using fMRI and diffusion tensor imaging. J Vis Exp 55:e3178
Kar BR, Vijay N, Mishra S (2013) Development of cognitive and affective control networks and decision making. Prog Brain Res 202:347–368
Kovas Y, Plomin R (2006) Generalist genes: implications for the cognitive sciences. Trends Cogn Sci 10(5): 198–203
Kozima C, Yasuda Y (2007) Children-robot interaction: a pilot study in autism therapy. Prog Brain Res 164:385–400
Lai CSL, Gerrelli D, Monaco AP, Fisher SE, Copp AJ (2003) FOXP2 expression during brain development coincides with adult sites of pathology in a severe speech and language disorder. Brain 126(11): 2455–2462
Leslie AM (1994) Pretending and believing: issues in the theory of TOMM. Cognition 50:211–238
Lord C, Rutter M, Couteur AL (1994) Autism diagnostic interview-revised: a revised version of a diagnostic interview for care-givers of individuals with possible pervasive developmental disorders. J Autism Dev Disord 24:659–685
Main M (1996) Introduction to the special section on attachment and psychopathology: 2. Overview of the field of attachment. J Consult Clin Psychol 64:237–243
Mareschal D, Johnson MH, Sirois S, Spratling MW, Thomas MSC, Westermann G (2007) Neuroconstructivism. How the brain constructs Cognition, vol 1. Oxford University Press, Oxford
Messinger DS (2005) A measure of early joy? In: Ekman P, Rosenberg EK (eds) What the face reveals: basic and applied studies of spontaneous expression union the Facial Action Coding System (FACS). Oxford University Press, Oxford, pp 350–353
Michaud F, Caron S (2002) Roball, the rolling robot. Auton Robots 12:211–222
Michaud F, Salter T, Duquette A, Laplante JF (2007) Perspectives on mobile robots used as tools for pediatric rehabilitation. Assist Technol Spec Issue Intell Syst Pediatr Rehabil 19:14–19
Misès R, Quemada N, Botbol M, Bursztejn C, Durand B, Garrabe J, et al. (2000) French classification of mental diseases in children and teenagers: CFTMEA R-2000
Nacewicz BM, Dalton KM, Johnstone T, Long M, McAuliff EM, Oakes TR, Alexander AL, Davidson RJ (2006) Amygdala volume and nonverbal social impairment in adolescent and adult males with autism. Arch Gen Psychiatry 63:1417–1428.
Nadel J, Revel A, Andry P, Gaussier P (2004) Toward communication: first imitations in infants, low-functioning children with autism and robots. Interact Stud Soc Behav Commun Biol Artif Syst 5:45–54
Nishitani N, Hari R (2000) Temporal dynamics of cortical representation for action. Proc Natl Acad Sci USA 97:913–918
Pellegrini AD (2009) The role of play in human development. Chapter 2: play: what is It? Oxford University Press, Oxford, pp 6–20
Pelphrey KA, Caster EJ (2008) Charting the typical and atypical development of the social brain. Dev Psychopathol 20:1081–1102
Perry D, Hendler T, Shamay-Tsoory SG (2011) Can we share the joy of others? Empathic neural responses to distress vs. joy. Soc Cogn Affect Neurosci 7(8):909–916
Pinker S (1994) The language instinct. William Morrow & Co., NY
Plunkett K, Karmilloff-Smith A, Bates E, Elman JL, Johnson MH (1997) Connectionism and developmental psychology. J Child Psychol Psychiatry 38(1):53–80
Pulvermüller F (1999) Words in the brain’s language. Behav Brain Sci 22:253–336
Pulvermüller F (2003) The neuroscience of language: on brain circuits of words and serial order. Cambridge University Press, Cambridge
Quinn PC, Eimas PD (2000) The emergence of category representations during infancy: are separate perceptual and conceptual processes required? J Cognit Dev 1:55–61
Reed T, Peterson C (1990) A comparative study of autistic subjects’ performance at two levels of visual and cognitive perspective taking. J Aut Dev Disord 20:555–567
Robins DL, Fein D, Barton ML, Green JA (2001) The modified checklist for autism in toddlers: an initial study investigating the early detection of autism and pervasive developmental disorders. J Aut Dev Disord 31:131–144
Rolls ET (2004) The functions of the orbitofrontal cortex. Brain Cogn 55:11–29
Russell JA (1989) Culture, scripts, and children’s understanding of emotion. In: Saarni C, Harris PL (eds) Children’s understanding of emotion. Cambridge University Press, Cambridge, pp 293–313
Sagot I (2007) (sous la direction de Giannopulu I) Le ressenti émotionnel positif chez l’enfant à développement typique et atypique de 7 à 10 ans. Mémoire de fin d’études. UCP-EPP
Scassellati B, Admoni H (2012) Mataric M (2012) Robots for use in autism research. Annu Rev Biomed Eng 14:275–294
Schopler E, Reichler RJ, DeVellis RG, Daly K (1980) Toward objective classification of childhood autism: childhood Autism Rating Scale (CARS). J Autism Dev Disord 10:91–103
Siegel DJ (1999) The developing mind: how the relationships and the brain interact to shape who we are. Guilford Press, New York
Smith PK (2005) Play: types and functions in human development. In: Ellis BJ, Bjorklund DF (eds) Origins of the social mind: evolutionary psychology and child development. Guilford Press, New York
Sowell ER, Thompson PM, Leonard CM, Welcome SE, Toga AW (2004) Longitudinal mapping of cortical thickness and brain growth in normal children. J Neurosci 24:8223–8231
Sykes NH, Toma C, Wilson N, Volpi EV, Sousa I, Pagnamenta AT, Tancredi R, Battaglia A, Maestrini E, Bailey AJ, Monaco AP (2009) Copy number variation and association analysis of SHANK3 as a candidate gene for autism in the IMGSAC collection. Eur J Hum Genet 17(10):1347–1353
Szatmari P, Paterson AD, Zwaigenbaum L, Roberts W et al (2007) Mapping autism risk loci using genetic linkage and chromosomal rearrangements. Nat Genet 39:319–328
Taylor BA, Hoch H, Potter B, Rodriguez A, Spinnato D, Kalaigian M (2005) Manipulating establishing operations to promote initiations toward peers in children with autism. Res Dev Disabilit 26:385–392
Thelen E, Smith LB (2006) Dynamic systems theories. In: Damon W, Lerner RM, Deanna Kuhn D, Siegler RS (eds) Handbook of child psychology, chapter 6. Wiley, New York, pp 258–312
Tomasello M (1995) Language is not an instinct. Cognit Dev 10(1):131–156
Wainer J, Dautenhahn K, Robins B, Amirabdollahian F (2010) Collaborating with Kaspar: using an autonomous humanoid robot to foster cooperative dyadic play among children with autism. In: 10th IEEE-RAS international conference on humanoid robots (humanoids 10) Dec 2010, Nashville, TN
Williams E, Reddy V, Costal A (2001) Taking a closer look at functional play in children with autism. J Autism Dev Disord 31:67–77
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Giannopulu, I. Multimodal interactions in typically and atypically developing children: natural versus artificial environments. Cogn Process 14, 323–331 (2013). https://doi.org/10.1007/s10339-013-0566-0
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DOI: https://doi.org/10.1007/s10339-013-0566-0