Biotechnology Research and Innovation Journal
http://www.biori.periodikos.com.br/article/doi/10.1016/j.biori.2018.11.003
Biotechnology Research and Innovation Journal
Medical Biotechnology Research article

Brain signal evaluation of children with Autism Spectrum Disorder in the interaction with a social robot

Christiane Goulart, Carlos Valadão, Eliete Caldeira, Teodiano Bastos

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Abstract

This work consists of a pilot study in which brain signals captured by electroencephalography (EEG) of children diagnosed with Autism Spectrum Disorder (ASD) are evaluated during the interaction with a social robot. Social skills and interaction of children with ASD with the robot are proposed and assessed, using quantitative scale and images recorded by video cameras. During interaction with the robot, results show high activation of alpha and beta rhythms in brain regions important to social skills. Quantitative scales indicate a positive children–robot interaction and point out the social robot as a potential tool to stimulate social skills and facilitate the interaction with other people.

Keywords

ASD,  EEG,  Robot,  Social Skills

References

American Psychiatric Association, 2013
American Psychiatric Association
DSM-V diagnostic and statistical manual of mental disorders
(5th ed.), American Psychiatric Association, Washington, DC (2013)

Bal et al., 2010
E. Bal, E. Harden, D. Lamb, A.V.V. Hecke, J.W. Denver, S.W. Porges
Emotional recognition in children with autism spectrum disorders: Relations to eye gaze and autonomic state
Journal of Autism and Developmental Disorders, 40 (2010), pp. 358-370

Barnes and McCabe, 2012
R.E. Barnes, H. McCabe
Should we welcome a cure for autism? A survey of the arguments
Medicine, Health Care and Philosophy, 15 (2012), pp. 255-269

Cabibihan et al., 2013
J.J. Cabibihan, H.J. Javed, M.A.S.M. Aljunied
Why robots?. A survey on the roles and benefits of social robots in the therapy of children with autism
International Journal of Social Robotics, 5 (2013), pp. 593-618

Costa et al., 2015
S. Costa, H. Lehmmann, K. Dautenhahn, B. Robins, F. Soares
Using a humanoid robot to elicit body awareness and appropriate physical interaction in children with autism
International Journal of Social Robotics, 7 (2015), pp. 265-278

Costa et al., 2010
S. Costa, C. Santos, F. Soares, M. Ferreira, F. Moreira
Promoting interaction amongst autistic adolescents using robots
Proceedings of International Conference of the Engineering in Medicine and Biology Society (2010), 10.1109/IEMBS.2010.5627905

Courchesne and Pierce, 2005
E. Courchesne, K. Pierce
Why the frontal cortex in autism might be talking only to itself: Local over-connectivity but long-distance disconnection
Current Opinion in Neurobiology, 15 (2005), pp. 225-230

Dautenhahn and Werry, 2004
K. Dautenhahn, I. Werry
Towards interactive robots in autism therapy: Background, motivation and challenges
Pragmatics & Cognition, 12 (1) (2004), pp. 1-35

Davidson, 2004
R.J. Davidson
What does the prefrontal cortex “do” in affect: Perspectives on frontal EEG asymmetry research
Biological Psychology, 67 (1–2) (2004), pp. 219-234

DeRosier et al., 2011
M.E. DeRosier, D.C. Swick, N.O. Davis, J.S. McMillen, R. Matthews
The efficacy of a social skills group intervention for improving social behaviors in children with high functioning Autism Spectrum Disorders
Journal of Autism and Developmental Disorders, 41 (2011), pp. 1033-1043

Duffy and Als, 2012
F.H. Duffy, H. Als
A stable pattern of EEG spectral coherence distinguishes children with autism from neurotypical controls – A large case control study
BMC Medicine, 10 (64) (2012), pp. 1-18

Duquette et al., 2008
A. Duquette, F. Michaud, H. Marcier
Exploring the use of a mobile robot as an imitation agent with children with low-functioning autism
Autonomous Robot, 24 (2008), pp. 147-157

Ingersoll, 2012
B. Ingersoll
Brief report: Effect of a focused imitation intervention on social functioning in children with autism
Journal of Autism and Developmental Disorders, 42 (2012), pp. 1768-1773

Kanner, 1943
L. Kanner
Autistic disturbances of affective contact
Nervous Child, 2 (1943), pp. 217-250

Kim et al., 2013
E.S. Kim, L.D. Berkovits, E.P. Bernier, D. Leyzberg, F. Shic, R. Paul, et al.
Social robots as embedded reinforcers of social behavior in children with autism
Journal of Autism and Developmental Disorders, 43 (2013), pp. 1038-1049

Kozima et al., 2009
H. Kozima, M.P. Michalowski, C. Nakagawa
Keepon: A playful robot for research therapy, and entertainment
International Journal of Social Robotics, 1 (2009), pp. 3-18

Krasny-Pacini et al., 2013
A. Krasny-Pacini, J. Hiebel, F. Pauly, S. Godon, M. Chevignard
Goal Attainment Scaling in rehabilitation: A literature-based update
Annals of Physical and Rehabilitation Medicine, 56 (3) (2013), pp. 212-230

Minshew and Hobson, 2008
N.J. Minshew, J.A. Hobson
Sensory sensitivities and performance on sensory perceptual tasks in high-functioning individuals with autism
Journal of Autism and Developmental Disorders, 38 (2008), pp. 1485-1498

Nicolas-Alonso and Gomez-Gil, 2012
L.F. Nicolas-Alonso, J. Gomez-Gil
Brain computer interfaces, a review
Sensors, 12 (2) (2012), pp. 1211-1279

Perry et al., 2001
E.K. Perry, M.L.W. Lee, C.M. Martin-Ruiz, J.A. Court, S.G. Volsen, J. Merrit, et al.
Cholinergic activity in autism: Abnormalities in the cerebral cortex and basal forebrain
American Journal of Psychiatry, 158 (2001), pp. 1058-1066

Peters et al., 2013
J.M. Peters, M. Taquet, C. Vega, S.S. Jeste, I.S. Fernández, J. Tan, et al.
Brain functional networks in syndromic and non-syndromic autism: A graph theoretical study of EEG connectivity
BMC Medicine, 11 (54) (2013), pp. 1-16

Robins et al., 2010a
B. Robins, E. Ferrari, K. Dautenhahn, G. Kronreif, B. Prazak-Aram, G. Gilderblom, et al.
Human-centred design methods: Development scenarios for robot assisted play informed by user panels and field trials
International Journal of Human-Computer Studies, 68 (2010), pp. 873-898

Robins et al., 2010b
B. Robins, F. Amirabollahian, Z. Ji, K. Dautenhahn
Tactile interaction with a humanoid robot for children with autism: A case study analysis involving user requirements and results of an initial implementation
19th IEEE international symposium on robot and human interactive communication (2010), 10.1109/ROMAN.2010.5598641

Scassellati, 2007
B. Scassellati
How social robots will help us to diagnose, treat, and understand autism
Robotics Research, 28 (2007), pp. 552-563

Scassellati et al., 2012
B. Scassellati, H. Admoni, M. Matarić
Annual Review of Biomedical Engineering, 14 (2012), pp. 275-294

Teplan, 2002
M. Teplan
Fundamentals of EEG measurement
Measurement Science Review, 2 (2) (2002), pp. 1-11

Wang et al., 2013
J. Wang, J. Barstein, L.E. Ethridge, M.W. Mosconi, Y. Takarae, J.A. Sweeney
Resting state EEG abnormalities in autism spectrum disorders
Journal of Neurodevelopmental Disorders, 5 (24) (2013), pp. 1-14

Warren et al., 2015
Z. Warren, Z. Zheng, S. Das, E.M. Young, A. Swanson, A. Weitlauf, et al.
Brief Report: Development of a robotic intervention platform for young children with ASD
Journal of Neurodevelopmental Disorders, 45 (2015), pp. 3870-3876

White et al., 2007
S.W. White, K. Keonig, L. Scahill
Social skills deveelopment in children with Autism Spectrum Disorders: A review of the intervention research
Journal of Autism and Developmental Disorders, 37 (2007), pp. 1858-1868

Won and Zhong, 2016
H.Y. Won, A.Z.W. Zhong
Assessment of robot training for social cognitive learning
16th international conference on control, automation and systems (ICCAS), Gyeongju (2016), pp. 893-898

Zubrycki and Granosik, 2016
I. Zubrycki, G. Granosik
Understanding therapists’ needs and attitudes towards robotic support the roboterapia project
International Journal of Social Robotics, 8 (2016), pp. 553-563
 

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