List of publications Lauri Nummenmaa December 2012

1 List of publications Lauri Nummenmaa December 2012 Please address reprint inquiries to lauri.nummenmaa@aalto.fi Original peer-reviewed articles in international scientific journals In press 42. Calvo, M.G., Fernández-Martín, A., & Nummenmaa, L. (in press) A smile biases the recognition of eye expressions: Configural projection from a salient mouth. Quarterly Journal of Experimental Psychology. 41. Kätsyri, J., Ravaja, N., Hari, R., & Nummenmaa, L. (in press). The opponent matters: Elevated fmri reward responses to winning against a human versus a computer opponent during interactive video game playing. Cerebral Cortex. 2012 40. Calvo, M.G., Fernández-Martín, A., & Nummenmaa, L. Perceptual and affective processing of ambiguous smiling facial expressions (2012). Cognition, 125, 373-393. 39. Laaksonen, K., Kirveskari, E. Mäkelä, J.P., Kaste, M., Mustanoja, S., Tatlisumak, T, Nummenmaa, L., & Forss, N. Effect of afferent input on motor cortex excitability during stroke recovery (in press). Clinical Neuropshysiology, 123, 2429-2436. 38. Nummenmaa, L., Hietanen, J.K., Santtila, P., & Hyönä, J. (2012). Gender and visibility of sexual cues modulate eye movements while viewing faces and bodies. Archives of Sexual Behavior, 41, 1439-1451. 37. Viinikainen, M., Glerean, E., Jääskeläinen, I.P., Kettunen, J., Sams, M., & Nummenmaa, L. (2012). Nonlinear neural representation of emotional feelings elicited by dynamic naturalistic stimulation. The Open Neuroimaging Journal, 2. 36. Lahnakoski, J.M., Glerean, E., Salmi, J., Jääskeläinen, I.P., Sams, M., Hari, R. & Nummenmaa, L. (2012). Naturalistic fmri mapping reveals superior temporal sulcus as the hub for the distributed brain network for social perception. Frontiers in Human Neuroscience. 35. Nummenmaa, L., Glerean, E., Viinikainen, M., Jääskeläinen, I.P., Hari, R., & Sams, M. (2012) Emotions promote social interaction by synchronizing brain activity across individuals. Proceedings of the National Academy of Sciences of the United States of America, 109, 9599 9604. 34. Nevalainen, P., Pihko, E., Mäenpää, H., Valanne, L., Nummenmaa, L., & Lauronen, L. (2012). Bilateral alterations in somatosensory cortical processing in hemiplegic cerebral palsy. Developmental Medicine and Child Neurology, 54, 361-7. 33. Nummenmaa, L., Engell, A.D., von dem Hagen, E., Henson, R.N.A., & Calder, A.J. (2012). Autism spectrum traits predict the neural response to eye gaze in typical individuals. NeuroImage, 59, 3356-3363. 32. Nummenmaa, L., Hirvonen, J., Hannukainen, J.C, Immonen, H., Lindroos, M.M., Salminen, P., & Nuutila, P. (2012). Dorsal striatum and its limbic connectivity mediate abnormal anticipatory reward processing in obesity. PLoS One, 7(2), e31089. 2011 31. Calvo, M.G. & Nummenmaa, L. (2011). Time course of discrimination between emotional facial expressions: The role of visual saliency. Vision Research, 51, 1751 1759. 30. Calvo, M.G., Avero, P., & Nummenmaa, L. (2011). Primacy of emotional vs. semantic scene recognition in peripheral vision. Cognition & Emotion, 25,1358-75.

2 29. Hietanen, J.K. & Nummenmaa, L. (2011). The Naked Truth: The Effect of Nudity on Face and Body Sensitive N170 Response. PLoS One, 6(11), e24408. 28. Hirvonen J., Virtanen, K.A., Nummenmaa, L., Hannukainen, J.C., Honka, M-J., Bucci, M., Nesterov, S.V., Parkkola, R., Rinne, J., Iozzo, P., & Nuutila, P. Effects of insulin on brain glucose metabolism in impaired glucose tolerance. (2011). Diabetes, 60, 443-447. 27. Kallio, S., Hyönä, J., Revonsuo, A., Pilleriin, S., & Nummenmaa, L. (2011). The existence of a hypnotic state revealed by eye movements. PLoS One, 6, e26374 - e26374. 26. Nummenmaa, L., Hietanen, J.K., Calvo, M.G. & Hyönä, J. (2011). Food catches the eye but not for everyone: A BMI contingent attentional bias in rapid detection of nutriments. PLoS One, 6(5), e19215. 25. von dem Hagen, E., Nummenmaa, L., Yu, R., Engell, A., Ewbank, M., & Calder, A. (2011). Autism Spectrum traits in the typical population predict structure and function in the posterior superior temporal sulcus. Cerebral Cortex, 21, 493-500. 2010 24. Calvo, M.G., Nummenmaa, L., & Avero, P. (2010). Recognition advantage of happy faces in extrafoveal vision: Featural and affective processing. Visual Cognition, 18, 1274 1297. 23. Engell, A.D., Nummenmaa, L., Oosterhof, N.N., Henson, R.N.A., Haxby, J.V., & Calder, A.J. (2010). Differential activation of frontoparietal attention networks by social and symbolic spatial cues. Social Cognitive and Affective Neuroscience, 5, 432-440. 22. Nummenmaa, L., Passamonti, L., Rowe, J., Engell, A.D., & Calder, A.J. (2010) Connectivity analysis reveals a cortical network for eye gaze perception. Cerebral Cortex, 8, 1780-1787. 21. Nummenmaa, L., & Hyönä, J., & Calvo, M.G. (2010). Semantic categorization precedes affective evaluation of visual scenes. Journal of Experimental Psychology: General, 139, 222-246. 2009 20. Calvo, M.G. & Nummenmaa, L. (2009). Eye movement assessment of the time course in facial expression recognition: Neurophysiological implications. Cognitive, Affective and Behavioral Neuroscience, 9, 398-411. 19. Calvo, M.G. & Nummenmaa, L. (2009). Lateralised covert attention in word identification. Laterality, 14(2),178-195. 18. Gutierrez, A., Nummenmaa, L., & Calvo, M.G. (2009). Enhanced processing of a coarse impression of emotional scenes in peripheral vision. Spanish Journal of Psychology, 12, 414-423. 17. Nummenmaa, L. & Hietanen, J. K (2009). How attentional systems process conflicting cues? The superiority of social over symbolic orienting revisited. Journal of Experimental Psychology: Human Perception and Performance, 35, 1738-1754. 16. Nummenmaa, L., Hyönä, J., & Calvo, M.G. (2009). Emotional scene content drives the saccade generation system reflexively. Journal of Experimental Psychology: Human Perception and Performance, 35, 305-323. 15. Nummenmaa, L., Hyönä, J., & Hietanen, J.K. (2009). I ll walk this way: Eyes reveal the direction of locomotion and make passers-by to look and go the other way. Psychological Science, 20, 1454-1458. 2008 14. Calvo, M.G. & Nummenmaa, L. (2008). Detection of emotional faces: salient physical features guide effective visual search. Journal of Experimental Psychology: General, 137, 471-494.

3 13. Calvo, M.G., Nummenmaa, L., & Avero, P. (2008). Visual search of emotional faces: Eyemovement assessment of component processes. Experimental Psychology, 55, 359-370. 12. Calvo, M.G., Nummenmaa, L., & Hyönä, J. (2008). Emotional scenes in peripheral vision: Selective orienting and gist processing, but not content identification. Emotion, 8, 68 80. 11. Hietanen, J.K., Leppänen, J.M., Nummenmaa, L., & Astikainen, P. (2008). Visuospatial attention shifts by gaze and arrow cues: An ERP study. Brain Research, 1215, 123 136. 10. Nummenmaa, L., Hirvonen, J., Parkkola, R., & Hietanen, J. K. (2008). Is emotional contagion special? An fmri study on neural systems for affective and cognitive empathy. NeuroImage, 43, 571 580. 9. Nummenmaa, M., & Nummenmaa, L. (2008). Emotions and interest in visible and invisible web-based learning activities. British Journal of Educational Psychology, 78, 163 178. 8. Nummenmaa, L., Peets, K., & Salmivalli, C. (2008). Automatic activation of adolescents peer-relational schemas: Evidence from priming with facial identity. Child Development, 79, 1659 1675. 2007 7. Calvo, M.G., Nummenmaa, L., & Hyönä, J. (2007). Emotional and neutral scenes in competition: orienting, efficiency, and identification. The Quarterly Journal of Experimental Psychology, 60, 1585-1593. 6. Calvo, M.G., & Nummenmaa, L. (2007). Processing of unattended emotional visual scenes. Journal of Experimental Psychology: General, 136, 347 369. 2006 5. Hietanen, J.K., Nummenmaa, L., Nyman, M., Parkkola, R., & Hämäläinen, H. (2006) Automatic attention orienting by social and symbolic cues activate different neural networks: An fmri study. NeuroImage, 33, 406-413. 4. Nummenmaa, L., & Hietanen, J.K. (2006) Gaze distractors influence saccadic curvature: Evidence for the role of the oculomotor system in gaze-cued orienting. Vision Research, 46, 3674 3680. 3. Nummenmaa, L., & Hyönä, J., & Calvo, M.G. (2006). Eye movement assessment of selective attentional capture by emotional pictures. Emotion, 6, 257-268. 2004 2. Vuorela, M., & Nummenmaa, L. (2004). How undergraduate students meet a new learning environment? Computers in Human Behavior, 20, 763-777. 1. Vuorela, M., & Nummenmaa, L. (2004). Affect, regulation and behavior in web-based learning environments. European Journal of Psychology of Education, 19, 423-436. Review articles in international scientific journals 2. Nummenmaa, L., & Calder, A.J. (2009). Neural mechanisms of social attention. Trends in Cognitive Sciences, 13(3), 135-143. 1. Nummenmaa, L., & Niemi, P. (2004). Inducing affective states with success-failure manipulations: A meta-analysis. Emotion, 4, 207-214. Review articles in Finnish scientific journals

4 3. Nummenmaa, L. (2011). Sinun silmiesi tähden: Katseen havaitsemisen aivomekanismit. Psykologia, 46, 4-19. 2. Nummenmaa, L. (2005). Efektikoko psykologisessa tutkimuksessa [Effect size in psychological science]. Psykologia, 5-6/05, 559-567. 1. Juujärvi, P., & Nummenmaa, L. (2003). Emootiot, emootion säätely ja hyvinvointi [Emotions, emotion regulation and well being]. Psykologia, 1/2004, 59-66. Book chapters and non-reviewed scientific articles 10. Hari, R., & Nummenmaa, L. (in press). Miten toivo ja epätoivo tarttuvat? In M. O. Huttunen, R. Pelkonen, & K. Saarelma (eds). Toivo lääketieteessä. Helsinki: Duodecim. 9. Nummenmaa, L. (in press). Tunteet kriisien keskellä. In J. Hämeen-Anttila, K. Katajala, A. Sihvola, & I. Hetemäki. (eds.) Kaikki syntyy kriisistä. Helsinki: Gaudeamus. 8. Nummenmaa L. & Sams, M. (2011). Tunteet mielessä ja kehossa. In L.C. Andersson, I. Hetemäki, R. Mustonen & A.Sihvola (eds.). Kaikki irti arjesta. Helsinki: Gaudeamus. 7. Sams, M. & Nummenmaa, L. (2011). Miten suomalaiset kuvailevat tunteitaan? In L.C. Andersson, I. Hetemäki, R. Mustonen & A.Sihvola (eds.). Kaikki irti arjesta. Helsinki: Gaudeamus. 6. Nummenmaa L. (2009). Tunteet. In M. Sams (Eds.). Aivot ja oppiminen. Electronic textbook available at http://www.oppivataivot.fi/ 5. Nummenmaa, L., Hyona, J., & Calvo, M.G. (2008). Do emotional scenes catch the eye? In K. Rayner, J. Shen, X. Bai, and G. Yan (Eds.), Cognitive and Cultural Influences on Eye Movements. Tinajin: Tianjin People's Publishing House/Hove: Psychology Press. 4. Calder, A.J., & Nummenmaa, L. (2007). Face cells: Separate processing of expression and gaze in the amygdala. Current Biology, 17, R371-R372. 3. Nummenmaa, L. (2007). Sosiaalisen tarkkaavaisuuden suuntautuminen. Psykologia, 42, 289-294. 2. Nummenmaa, L. (2006). Emootiotutkimuksen menetelmät [Research methods in Emotion]. In H. Hämäläinen, A. Revonsuo, O. Aaltonen, & M. Laine (Eds.), Mieli ja aivot. Kognitiivisen neurotieteen oppikirja. Jyväskylä: Gummerus. 1. Nummenmaa, L. (2006) Kogntio ja emootio [Cognition and Emotion]. In H. Hämäläinen, A. Revonsuo, O. Aaltonen, & M. Laine, Mieli ja aivot. Kognitiivisen neurotieteen oppikirja. Jyväskylä: Gummerus. Textbooks 3. Nummenmaa, L. (2006; 2009). Käyttäytymistieteiden tilastolliset menetelmät: Harjoituskirja [Excercises on multivariate statistics for behavioural sciences]. Vammala: Tammi. 2. Nummenmaa, L. (2004;2009) Käyttäytymistieteiden tilastolliset menetelmät [Multivariate statistics for behavioural sciences]. Vammala: Tammi. 1. Nummenmaa, L. (2002). Psykometriikan perusteet [Introduction to psychometrics]. Turku: Turun yliopisto, Psykologian laitos. Books popularizing science 1. Nummenmaa, L. (2010). Tunteiden psykologia (The Psychology of Emotions). Falun: Tammi. Articles popularizing science

5 1. Nummenmaa, L., & Hyönä, J. (2005). Mitä sinä näet tässä kuvassa? Projektiivisen testaamisen tieteellinen perusta [Tell me what do you see in this picture. What is the scientific evidence for validity of projective testing?]. Psykologi, 4 / 2005. Theses 2. Nummenmaa, L. (2006). Orienting of social attention. Turku: Turun yliopisto. Doctoral thesis. 1. Nummenmaa, L. (2001). Minäpystyvyys ja tilastoahdistus tilastotieteen oppimisen selittäjinä [How self-efficacy and statistics anxiety predict success on introductory statistics course?] Master's thesis. Congress presentations (peer reviewed) 20. Nummenmaa, L., Smirnov, D., Lahnakoski, J.M., Glerean, E., Jäskeläoinen, I., Sams, M. & Hari, R. (2012). Mental simulation of natural movements synchronizes action observation circuits across individuals. Posterl presentation at the 18 th annual meeting of the Organization for Human Brain Mapping, Beijing, China. 21. Nummenmaa, L. Glerean, E., Viinikainen, M., Jääskeläinen, I., Hari, R., & Sams, M. (2011). Emotional contagion may promote social interaction by sycnchronizing brain activity across individuals. Oral presentation at the 17 th annual meeting of the Organization for Human Brain Mapping, Quebec City, Canada. 19. Nummenmaa, L. & Hietanen, J.K. (2010) Early cortical responses to sexually arousing stimuli. Poster presentation at the annual meeting of the Organization for Human Brain Mapping, Barcelona, Spain. 18. Nummenmaa, L., Hirvonen, J., Hannukainen, J.C., Immonnen, H., Karmi, A., & Nuutila, P. (2010). Abnormal reward processing towards appetizing food in obesity. Oral presentation at the annual meeting of European Association for the Study of Diabetes, Stockholm, Sweden. 17. Nummenmaa, L., Hirvonen, J., Hannukainen, J.C., Immonen, H., & Nuutila, P. Neurophysiology of reward. Searching for the sources of obesity in the brain. (2009). Plenary lecture at the Learning, Mind and Brain meeting, Helsinki, Finland. 16. Nummenmaa, L. & Calvo, M. (2009). Time course of facial expression recognition: What eye movements can reveal about processing speed. Presentation at the 15 th European Conference on Eye Movements, Southampton, UK. 15. Nummenmaa, L., Passamonti, L., Rowe, J.B., Engell, A. J., & Calder, A. (2008). Katseen havaitsemisen aivomekanismit. Presentation at the Biennial Finnish Congress of Psychology, Helsinki, Finland. 14. Nummenmaa, L., Passamonti, L., Rowe, J.B., Engell, A. J., & Calder, A. (2008). Cortical network for eye gaze perception. Poster presentation at the ICON X meeting in Bodrum, Turkey. 13. Nummenmaa, L., Passamonti, L., Rowe, J.B., Engell, A. J., & Calder, A. (2008). Autism spectrum and mind reading: Modified functional connectivity of face perception and theory of mind networks. Presentation at the EABCT meeting, Helsinki, Finland. 12. Nummenmaa, L., Hyönä, J., & Calvo, M.G. (2007).Emotional content drives the saccade generation system reflexively. Presentation at the 14 th European Conference on Eye Movements, Potsdam, Germany. 11. Nummenmaa, L., Peets, K., & Salmivalli. C. (2007). Facing friends and enemies: Automatic activation of children s peer-relational schemas upon peer perception. Poster presentation at the Experimental Psychology Society s Edinburgh Meeting 4/7 July 2007. 10. Nummenmaa, L. (2006). Emootiot ja hyvinvointi [Emotions and well being]. Presentation at the the Annual Conference of the Finnish Social Policy Association. Turku, Finland. 9. Nummenmaa, L., & Hietanen, J. (2006). Sosiaalinen ja symbolinen vihje integroidaan tarkkaavaisuuden refleksiivistä suuntaamista varten [Social and symbolic cues are

6 integrated for reflexive orienting of attention]. Presentation at the Biennial Finnish Congress of Psychology, Tampere, Finland. 8. Nummenmaa, L., Hyönä, J., & Calvo, M.G. (2006). Oculomotor system prepares reflexive saccades towards emotional scenes. Poster presentation at the 47 th annual meeting of the Psychonomic Society, Houston, Texas. 7. Nummenmaa, L., Peets, K., & Salmivalli, C. (2006). Facing friends and enemies: Automatic activation of relational schemata upon peer perception. Presentation at the Biennial Finnish Congress of Psychology, Tampere, Finland. 6. Hietanen, J., Nummenmaa, L., Nyman, M., Parkkola, R., & Hämäläinen, H. (2005). Orienting of attention by social and symbolic cues: An fmri study. Poster presentation at 3rd Functional Neuroimaging Network meeting. Bergen, Norway. 5. Nummenmaa, L., & Hietanen, J. (2005). Gaze distractors influence the curvature of taskinstructed saccades. Evidence for the role of superior colliculus in gaze-cued orienting. Poster presentation at the 13th European Conference on Eye Movements. Bern, Switzerland. 4. Nummenmaa, L., Hyönä, J., Nyman, M., & Parkkola, R. (2005). Voluntary monocular smooth pursuit eye movements. A case study. Poster presentation at the 13th European Conference on Eye Movements. Bern, Switzerland. 3. Nummenmaa, L., Hyönä, J., & Calvo, M.G. (2004). Preferential processing of emotional pictures. Poster presentation at the World Congress of Psychophysiology, Thessaloniki, Greece. 2. Nummenmaa, L., Hyönä, J., & Calvo, M.G. (2004). Visuaalinen tarkkaavaisuus suuntautuu automaattisesti emotionaalisiin kohteisiin [Emotional content captrures overt visual attention automatically]. Poster presentation at the Finnish National Congress of Psychology, Turku, Finland. 1. Nummenmaa, L. & Niemi, P. (2002) Affects caused by success and failure. Poster presentation at the meeting of Finnish graduate school in psychology, Tartu, Estonia, 17.10.2002. Other publications 2. Nummenmaa, L. (2001). Rakenneyhtälömallien teoria ja sovellukset [A crash course on structural equation modelling]. Study material, 25s. 1. Vuorela, M. & Nummenmaa, L. (2001). Tiedon hakeminen verkosta [Using wwwdatabases]. Turun yliopisto, psykologian opintomonisteita 2.