Bottom‐up, not top‐down, modulation of imitation by human and robotic models
Abstract
Visual observation of human actions provokes more motor activation than observation of robotic actions. We investigated the extent to which this visuomotor priming effect is mediated by bottom‐up or top‐down processing. The bottom‐up hypothesis suggests that robotic movements are less effective in activating the ‘mirror system’ via pathways from visual areas via the superior temporal sulcus to parietal and premotor cortices. The top‐down hypothesis postulates that beliefs about the animacy of a movement stimulus modulate mirror system activity via descending pathways from areas such as the temporal pole and prefrontal cortex. In an automatic imitation task, subjects performed a prespecified movement (e.g. hand opening) on presentation of a human or robotic hand making a compatible (opening) or incompatible (closing) movement. The speed of responding on compatible trials, compared with incompatible trials, indexed visuomotor priming. In the first experiment, robotic stimuli were constructed by adding a metal and wire ‘wrist’ to a human hand. Questionnaire data indicated that subjects believed these movements to be less animate than those of the human stimuli but the visuomotor priming effects of the human and robotic stimuli did not differ. In the second experiment, when the robotic stimuli were more angular and symmetrical than the human stimuli, human movements elicited more visuomotor priming than the robotic movements. However, the subjects' beliefs about the animacy of the stimuli did not affect their performance. These results suggest that bottom‐up processing is primarily responsible for the visuomotor priming advantage of human stimuli.
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Presenting the nature of the task-irrelevant hand at the wrist only, such as human versus robotic hands, has been found to not alter the automatic imitation effect.
“presenting the nature of the task-irrelevant hand at the wrist only, such as in a study showing human versus robotic hands, has been found to not alter the automatic imitation effect11”
From Event-related potentials of automatic imitation are modulated by ethnicity during stimulus processing, but not during motor execution (2018) · cites this paper as [11]
Automatic imitation has been shown to be modulated by social context cues.
“Automatic imitation has been shown to be modulated by social context cues (see e.g.3–11)”
From Event-related potentials of automatic imitation are modulated by ethnicity during stimulus processing, but not during motor execution (2018) · cites this paper as [11]
A study investigating automatic imitation of human versus robotic hands showed the nature of the hand only at the wrist.
“This is in line with a study investigating automatic imitation of human versus robotic hands, also showing the nature of the hand only at the wrist11.”
From Event-related potentials of automatic imitation are modulated by ethnicity during stimulus processing, but not during motor execution (2018) · cites this paper as [11]
Manipulating the wrists of humans and robots did not modulate the behavioral response.
“Similar to our study, manipulating the wrists of humans and robots did not modulate the behavioral response.”
From Event-related potentials of automatic imitation are modulated by ethnicity during stimulus processing, but not during motor execution (2018) · cites this paper as [11]
Cites
Action recognition in the premotor cortex
Gallese, V., Fadiga, L., Fogassi, L., & Rizzolatti, G. (1996) · Brain · doi:10.1093/brain/119.2.593 · Cited by 4,968 · see citing works
Premotor cortex and the recognition of motor actions
Rizzolatti, G., Fadiga, L., Gallese, V., & Fogassi, L. (1996) · Cognitive Brain Research · doi:10.1016/0926-6410(95)00038-0 · Cited by 4,870 · see citing works
Mirror neurons and the simulation theory of mind-reading
Gallese, V (1998) · Trends in Cognitive Sciences · doi:10.1016/s1364-6613(98)01262-5 · Cited by 3,201 · see citing works
The Theory of Event Coding (TEC): A framework for perception and action planning
Hommel, B., Müsseler, J., Aschersleben, G., & Prinz, W. (2001) · Behavioral and Brain Sciences · doi:10.1017/s0140525x01000103 · Cited by 3,082 · see citing works
Action observation activates premotor and parietal areas in a somatotopic manner: an fMRI study
Buccino, G., Binkofski, F., Fink, G. R., Fadiga, L., Fogassi, L., Gallese, V., Seitz, R. J., Zilles, K., Rizzolatti, G., & Freund, H. ‐. (2001) · European Journal of Neuroscience · doi:10.1111/j.1460-9568.2001.01385.x · Cited by 2,488 · see citing works
Social perception from visual cues: Role of the STS region
Allison, T., Puce, A., & McCarthy, G. (2000) · Trends in Cognitive Sciences · doi:10.1016/s1364-6613(00)01501-1 · Cited by 2,461 · see citing works
Grasping the intentions of others with one's own mirror neuron system
Iacoboni, M., Molnar-Szakacs, I., Gallese, V., Buccino, G., Mazziotta, J. C., & Rizzolatti, G. (2005) · PLoS Biology · doi:10.1371/journal.pbio.0030079 · Cited by 2,044 · cited 1× · see citing works
“…priming (the generation of motor activation by visual stimuli) the mirror system has been implicated in a variety of higher sociocognitive functions such as action understanding (Iacoboni et al., 2005), empathy (Carr et al., 2003; Gallese, 2003) and theory of mind (Gallese & Goldman, 1998).”
BackgroundParietal Lobe: From Action Organization to Intention Understanding
Fogassi, L., Ferrari, P. F., Gesierich, B., Rozzi, S., Chersi, F., & Rizzolatti, G. (2005) · Science · doi:10.1126/science.1106138 · Cited by 1,990 · see citing works
Neural mechanisms of empathy in humans: a relay from neural systems for imitation to limbic areas
Carr, L., Iacoboni, M., Dubeau, M.-C., Mazziotta, J. C., & Lenzi, G. L. (2003) · Proceedings of the National Academy of Sciences · doi:10.1073/pnas.0935845100 · Cited by 1,978 · see citing works
Castelli, F. (2002) · Brain · doi:10.1093/brain/awf189 · Cited by 1,377 · see citing works
The roots of empathy: the shared manifold hypothesis and the neural basis of intersubjectivity
Gallese, V. (2003) · Psychopathology · doi:10.1159/000072786 · Cited by 1,249 · see citing works
EEG evidence for mirror neuron dysfunction in autism spectrum disorders
Oberman, L. M., Hubbard, E. M., McCleery, J. P., Altschuler, E. L., Ramachandran, V. S., & Pineda, J. A. (2005) · Cognitive Brain Research · doi:10.1016/j.cogbrainres.2005.01.014 · Cited by 1,146 · see citing works
An Interference Effect of Observed Biological Movement on Action
Kilner, J. M., Paulignan, Y., & Blakemore, S. J. (2003) · Current Biology · doi:10.1016/s0960-9822(03)00165-9 · Cited by 844 · see citing works
Ferrari, P. F., Gallese, V., Rizzolatti, G., & Fogassi, L. (2003) · European Journal of Neuroscience · doi:10.1046/j.1460-9568.2003.02601.x · Cited by 728 · see citing works
Causes and consequences of imitation
Heyes, C. M. (2001) · Trends in Cognitive Sciences · doi:10.1016/s1364-6613(00)01661-2 · Cited by 620 · see citing works
Self-citationThe Human Premotor Cortex Is 'Mirror' Only for Biological Actions
Tai, Y., Scherfler, C., Brooks, D. J., Sawamoto, N., & Castiello, U. (2004) · Current Biology · doi:10.1016/j.cub.2004.01.005 · Cited by 341 · see citing works
Abnormal imitation‐related cortical activation sequences in Asperger's syndrome
Nishitani, N., Avikainen, S., & Hari, R. (2004) · Annals of Neurology · doi:10.1002/ana.20031 · Cited by 291 · see citing works
Experience modulates automatic imitation
Heyes, C., Bird, G., Johnson, H., & Haggard, P. (2005) · Cognitive Brain Research · doi:10.1016/j.cogbrainres.2004.09.009 · Cited by 290 · see citing works
Self-citationA system in the human brain for predicting the actions of others
Ramnani, N., & Miall, R. C. (2003) · Nature Neuroscience · doi:10.1038/nn1168 · Cited by 250 · see citing works
Robotic movement elicits automatic imitation
Press, C., Bird, G., Flach, R., & Heyes, C. M. (2005) · Cognitive Brain Research · doi:10.1016/j.cogbrainres.2005.08.020 · Cited by 249 · see citing works
Self-citationWhat Is the Significance of Imitation in Animals?
Heyes, C. M., & Ray, E. D. (2000) · Advances in the study of behavior · doi:10.1016/s0065-3454(08)60106-0 · Cited by 228 · see citing works
Self-citationModulation of premotor mirror neuron activity during observation of unpredictable grasping movements
Gangitano, M., Mottaghy, F. M., & Pascual‐Leone, Á. (2004) · European Journal of Neuroscience · doi:10.1111/j.1460-9568.2004.03655.x · Cited by 192 · see citing works
Human-humanoid interaction: is a humanoid robot perceived as a human?
Öztop, E., Chaminade, T., & Franklin, D. W. (2004) · IEEE-RAS International Conference on Humanoid Robots (Humanoids) · doi:10.1109/ichr.2004.1442688 · Cited by 105 · see citing works
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Georgescu, A. L., Kuzmanovic, B., Roth, D., Bente, G., & Vogeley, K. (2014) · Frontiers in Human Neuroscience · doi:10.3389/fnhum.2014.00807 · Cited by 123 · see citing works
Klapper, A., Ramsey, R., Wigboldus, D., & Cross, E. S. (2014) · Journal of Cognitive Neuroscience · doi:10.1162/jocn_a_00651 · Cited by 85 · see citing works
Boyer, T. W., Longo, M. R., & Bertenthal, B. I. (2012) · Acta Psychologica · doi:10.1016/j.actpsy.2012.01.003 · Cited by 64 · see citing works
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Cracco, E., De Coster, L., Andres, M., & Brass, M. (2015) · Journal of Experimental Psychology: Human Perception and Performance · doi:10.1037/a0039737 · Cited by 58 · see citing works
Rauchbauer, B., Pfabigan, D. M., & Lamm, C. (2018) · Scientific Reports · doi:10.1038/s41598-018-30926-4 · Cited by 12 · see citing works
- Authors
- Press, C., Gillmeister, H., & Heyes, C.
- Affiliations
- University College London (GB)
- Corresponding author
- Press, Clare
- Venue
- European Journal of Neuroscience
- Publisher
- Wiley
- Published
- 2006-10
- Volume
- 24
- Issue
- 8
- Pages
- 2415-2419
- ISSN
- 0953-816X (ISSN-L)
- 1460-9568
- OpenAlex
- W604545442
- Cited by
- 90
- References
- 23
- Citations by year
- 2026: 1 · 2025: 4 · 2024: 6 · 2023: 3 · 2022: 5 · 2021: 10 · 2020: 1 · 2019: 1 · 2018: 5 · 2017: 3 · 2016: 3 · 2015: 5 · 2014: 4 · 2013: 11 · 2012: 4
- FWCI
- 5.52
- Type
- journal article
- Language
- en
- Open access
- closed
- Locations
- European Journal of Neuroscience (publishedVersion)
- PubMed (publishedVersion)
- UCL Discovery (University College London) (submittedVersion)
- Open Access at Essex (University of Essex) (submittedVersion)
- Funders
- Directorate for Biological Sciences
- Economic and Social Research Council (RES-538-28-1001)
- Topics
- Social Sciences › Psychology › Social Psychology › Action Observation and Synchronization
- Social Sciences › Psychology › Social Psychology › Social Robot Interaction and HRI
- Life Sciences › Neuroscience › Cognitive Neuroscience › Motor Control and Adaptation
- Keywords
- imitation, mirror system, bottom-up processing, top-down processing, human movement, automatic imitation, superior temporal sulcus
- MeSH terms
- Adult, Cues, Female, Hand, Humans, Male, Movement, Nerve Net, Photic Stimulation, Psychomotor Performance, Robotics, Set, Psychology
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