Corticomotor Excitability during Observation and Imagination of a Work of Art
Open accessAbstract
We examine the effects of the artistic representation - here exemplified by Michelangelo's Expulsion from Paradise - of an action on the motor system. Using single and paired- pulse transcranial magnetic stimulation we analyze corticomotor excitability during observation of an action in the painting, during imagery of the painting, and during observation of a photograph of the same pose. We also analyze the effects of observation of two further paintings, one showing the same muscles at rest, and in the other in a more overtly emotional context. Both observation of the Expulsion and of imagery of the painting increased cortical excitability. Neither the relaxed pose of Michelangelo's Creation nor the flexed posture in the highly emotional context of Bellini's Dead Christ increased cortical excitability. Observation of a photograph of the same extended pose did not increase cortical excitability either. Moreover, intracortical inhibition was reduced during imagery of the painting. Our results offer clear motor correlates of the relationship between the esthetic quality of a work and the perception of implied movement within it.
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Claims the paper makes
6 of 31 cited sources checked · 4 supported · 0 flagged · accuracy not yet measured
- Premisecitation
Static images with implied motion activate both motor and visual areas.
“It has been demonstrated (by using both TMS and event related potentials) that static images with implied motion perception activate both motor and visual areas (Urgesi et al., 2006; Proverbio et al., 2009).”
Quote in the paperSubstantial claim2 of 2 sources checked- cites Urgesi et al., 2006 source
The Abstract reports that static snapshots of hands implying a pincer grip increased corticospinal excitability, while the Introduction describes visual-area activation during implied-motion processing. But the motor effect was specific to the depicted action: the Abstract reports no comparable muscle response to nonbiological scenes such as waterfalls. The claim is therefore too broad if it applies motor activation to static images with implied motion generally. (LLM, conf=0.88)
Experimental — accuracy not yet measured - cites Proverbio et al., 2009 source
- Findingown data
In Experiment 3, resting motor threshold did not differ between rest and imagery of the painting.
“RMT [F(1,18) = 3.2; p = 0.4), CSP [F(1,18) = 7.1; p = 0.09], and ICF [F(1,18) = 4.4; p = 0.2] were not different between rest and imagery of the painting.”
Quote in the paperNot a substantial claim - Findingown data
Imagery of a pictorial work of art modulates cortical excitability.
“we show, for the first time that imagery of a pictorial work of art modulates cortical excitability.”
Quote in the paperSubstantial claim - Findingown data
Observing a photograph of the same extended pose produced only a modest, non-significant increase in motor evoked potential amplitude.
“On the contrary, observation the same pose induced only a modest, non-significant, increase in MEP amplitude [111.6% compared to REST; F (1, 18) = 27, p < 0.001].”
Quote in the paperSubstantial claim - Findingown data
Observing Michelangelo's Creation of Adam did not increase corticomotor excitability.
“whereas the Creation of Adam and the Dead Christ with Angels did not have effect on corticomotor excitability (p > 0.05; Figure 2D).”
Quote in the paperSubstantial claim
- Findingown data
Observing Michelangelo's Expulsion from Paradise increased motor evoked potential amplitude relative to rest.
“observation of the painting increased MEP amplitude [F (1,18) = 15.2; p = 0.02; Figure 1B].”
- Also stated in: § Experiment 2 · plain
“only observation of the Expulsion from Paradise increased MEP (p = 0.02)”
- Also stated in: § Experiment 4 · plain
“observation of Adam's arm (Expulsion) increased MEP size (134.7% compared to REST).”
Quote in the paperSubstantial claim - Also stated in: § Experiment 2 · plain
- Findingown data
In Experiment 2, there was a significant paradigm by condition interaction.
“with a significant paradigms x condition interaction [F(1,54) = 4.4, p = 0.01).”
Quote in the paperSubstantial claim - Findingown data
In Experiment 1, cortical silent period duration did not differ between rest and observation of the painting.
“CSP duration was found to be no different during the two conditions (rest = 134.1 ± 11.3 ms, painting = 131.8 ± 10.5 ms; p > 0.05).”
Quote in the paperNot a substantial claim - Findingcitation
Visual motor memories from imagery of the painting modulate intracortical inhibitory circuits, as shown by a reduction in short-interval intracortical inhibition.
“we demonstrate that visual motor memories (imagery of the painting) exert a modulation of intracortical inhibitory circuits as demonstrated by a reduction in the amount of SICI (Di Lazzaro et al., 2007).”
Quote in the paperSubstantial claim0 of 1 sources checked- cites Di Lazzaro et al., 2007 source
- Findingown data
In Experiment 3, cortical silent period did not differ between rest and imagery of the painting.
“RMT [F(1,18) = 3.2; p = 0.4), CSP [F(1,18) = 7.1; p = 0.09], and ICF [F(1,18) = 4.4; p = 0.2] were not different between rest and imagery of the painting.”
Quote in the paperNot a substantial claim - Findingown data
In Experiment 3, intracortical facilitation did not differ between rest and imagery of the painting.
“RMT [F(1,18) = 3.2; p = 0.4), CSP [F(1,18) = 7.1; p = 0.09], and ICF [F(1,18) = 4.4; p = 0.2] were not different between rest and imagery of the painting.”
Quote in the paperNot a substantial claim - Findingown data
In Experiment 4, analysis of variance showed a large effect of paradigm on motor evoked potential amplitude.
“The ANOVA showed a large effect of paradigm on MEP amplitude.”
Quote in the paperSubstantial claim - Findingown data
Mentally rehearsing the painting decreased short-interval intracortical inhibition.
“decreased the amount of SICI [F(1,18) = 18.3; p < 0.05; Figures 3B,C).”
Quote in the paperSubstantial claim - Findingown data
In Experiment 1, resting motor threshold did not differ significantly between rest and observation of the painting.
“Regarding RMT, ANOVA did not disclose a significant difference between conditions [rest: 54.3 ± 5.1%, painting: 52.7 ± 6.3; F (1,18) = 5.4; p = 0.1].”
Quote in the paperNot a substantial claim - Findingown data
In Experiment 1, observing the painting did not change short-interval intracortical inhibition.
“observation of the painting did not induce changes in the in the amount of SICI (rest: 52 ± 9.1%, painting: 56.4 ± 12.5%; p = 0.1)”
Quote in the paperNot a substantial claim - Findingown data
In Experiment 1, observing the painting did not change intracortical facilitation.
“and ICF (rest: 144.7 ± 10.03%, painting: 152.7 ± 11.6%; p = 0.3).”
Quote in the paperNot a substantial claim - Findingown data
In Experiment 2, there was no main effect of condition on neural response to transcranial magnetic stimulation.
“without main effect condition [F(1,54) = 1.1, p = 0.2]”
Quote in the paperSubstantial claim - Findingown data
Observing Bellini's Dead Christ with Angels did not increase corticomotor excitability.
“whereas the Creation of Adam and the Dead Christ with Angels did not have effect on corticomotor excitability (p > 0.05; Figure 2D).”
Quote in the paperSubstantial claim - Findingown data
In Experiment 2, there was a main effect of paradigm on neural response to transcranial magnetic stimulation during observation of the three paintings.
“Comparison of neural response to TMS during observation of the three paintings revealed a main effect of paradigms [F (1, 54) = 4.8, p = 0.01]”
Quote in the paperSubstantial claim - Findingown data
Mentally rehearsing the painting increased motor evoked potential amplitude.
“imagery of the painting increased MEP amplitude [F(1,18) = 25.1; p < 0.01]”
Quote in the paperSubstantial claim - Interpretationreasoning
In the case of the Expulsion, the artistic nature of the action likely induces stronger activation in neurons that respond to visual stimuli in primary motor and premotor cortex.
“Hence, in the case of Expulsion from Paradise, it is likely that the artistic nature of the action induce a stronger activation in neurons that respond to visual stimuli in both primary motor (Rizzolatti et al., 1981) and premotor cortex (Graziano et al., 2002a).”
Quote in the paperSubstantial claim0 of 2 sources checked- cites Rizzolatti et al., 1981
Couldn’t be matched to a paper in Crossref, so it can’t be checked.
- cites Graziano et al., 2002a
Couldn’t be matched to a paper in Crossref, so it can’t be checked.
- Interpretationown data
The increase in motor evoked potential size during observation of the Expulsion was due to the artistic representation of an action, with little contribution from emotional arousal.
“Therefore, the increased in MEP size detected during observation of the Expulsion from Paradise was due to the artistic representation of an action with a minimal contribution of emotional arousal.”
Quote in the paperSubstantial claim - Premisecitation
In primates, electrical stimulation of the polysensory zone in the precentral gyrus induces a contralateral defensive posture consistent with the one portrayed in the Expulsion.
“In primates, electrical stimulation of the poly sensory zone in the precentral gyrus (roughly matching the dorsal part of area F4) induces a contra-lateral defensive posture consistent with the one’ portrayed by Michelangelo in the Expulsion from Paradise (Graziano et al., 2002a,b).”
Quote in the paperSubstantial claim0 of 1 sources checked- cites Graziano et al., 2002a,b
Couldn’t be matched to a paper in Crossref, so it can’t be checked.
- Premisecitation
The distal muscles involved in the depicted action have an extensive and well-defined cortical representation as tested with transcranial magnetic stimulation.
“the distal muscles involved in this action have an extensive and well defined cortical representation as tested with TMS (Chen et al., 1998).”
Quote in the paperSubstantial claim0 of 1 sources checked- cites Chen et al., 1998 source
- Interpretationown data
Esthetic factors have a modulatory effect on motor representations in primary motor cortex.
“our results make clear that esthetic factors have a modulatory effect on motor representations in primary motor cortex.”
Quote in the paperSubstantial claim - Interpretationown data
The effect of observing the painting on cortical excitability is the same as the effect of mentally rehearsing the painting.
“This effect is the same as the one we found for mental rehearsal of the painting.”
Quote in the paperSubstantial claim - Interpretationown data
Observing an action in a painting increases cortical-spinal excitability.
“It demonstrates that observation of an action in a painting increases cortical-spinal excitability.”
Quote in the paperSubstantial claim - Interpretationcitation
The increase in motor evoked potential size during observation of the Expulsion is unlikely to be attributable to a general, unspecific increase in arousal.
“It is unlikely, however, that the increase in MEP size during observation of the Expulsion from Paradise can be attributed to a general, unspecific increase in arousal (Baumgartner et al., 2007) since the observation of a more overtly emotional scene (Bellini's Dead Christ with Angels) did not increase MEP size.”
Quote in the paperSubstantial claim0 of 1 sources checked- cites Baumgartner et al., 2007 source
- Premisecitation
Recent studies have shown a similar pattern of brain activation for less densely descriptive and more abstract images.
“Recent studies have shown a similar pattern of brain activation in the case of less densely descriptive and more abstract images (Kim and Blake, 2007; Osaka et al., 2010)”
Quote in the paperNot a substantial claim0 of 2 sources checked- cites Kim and Blake, 2007
Couldn’t be matched to a paper in Crossref, so it can’t be checked.
- cites Osaka et al., 2010 source
- Classified as probably not a substantial claim. 17
- May combine two claims. 4
Probably not a substantial claim: may not pass S3 (load-bearing).
PremisecitationProcessing human motion at a conceptual level, such as during story comprehension, shows a similar pattern of brain activation.
“and during processing of human motion at a conceptual level, such as during story comprehension (Deen and McCarthy, 2010).”
Quote in the paperNot a substantial claim1 of 1 sources checked- cites Deen and McCarthy, 2010 source
Probably not a substantial claim: may not pass S3 (load-bearing).
PremisecitationStimulus novelty has a significant effect on esthetic perception and judgment.
“Given that stimulus novelty has been shown to have a significant effect on esthetic perception and judgment (Oliva and Torralba, 2007; Kirk, 2008; Kirk et al., 2009)”
Quote in the paperNot a substantial claim1 of 3 sources checkedProbably not a substantial claim: may not pass S3 (load-bearing).
PremisecitationTranscranial magnetic stimulation had been useful in elucidating the effects of observing still photographs on motor excitability.
“The technique had also been useful in elucidating the effects of observation of still photographs on motor excitability (Urgesi et al., 2006).”
Quote in the paperNot a substantial claim1 of 1 sources checked- cites Urgesi et al., 2006 source
Probably not a substantial claim: may not pass S3 (load-bearing).
PremisecitationDifferent multimodal body representations in occipito-temporal cortex are engaged in a content-specific manner during imagery of human body parts.
“With regard to imagery of human body parts, it is likely that different multimodal body representations in the occipito-temporal cortex are engaged in a content-specific manner (Ishai et al., 2000; O'Craven and Kanwisher, 2000; Grossman and Blake, 2001; Costantini et al., 2011).”
Quote in the paperNot a substantial claim1 of 3 sources checked- cites Ishai et al., 2000
Couldn’t be matched to a paper in Crossref, so it can’t be checked.
- cites O'Craven and Kanwisher, 2000
Couldn’t be matched to a paper in Crossref, so it can’t be checked.
- cites Grossman and Blake, 2001 source
Section 5.2 (page unavailable) reports that imagining biological motion activated posterior STS more strongly than imagining optic flow, supporting content-dependent engagement during imagery. But the paper studies imagined human activities, not imagery of individual body parts, and does not establish different multimodal body representations in occipito-temporal cortex. (LLM, conf=0.86)
Experimental — accuracy not yet measured
May combine two claims.
PremisecitationMotor evoked potential amplitude reflects trans-synaptic excitability of cortico-spinal neurons and spinal motor neurons and provides information about the strength of cortico-spinal connections.
“MEP amplitude reflects the trans-synaptic excitability of cortico-spinal neurons and spinal motor neurons, and thus provides information about the strength of cortico-spinal connections (Boroojerdi et al., 2001).”
Quote in the paperSubstantial claim0 of 1 sources checked- cites Boroojerdi et al., 2001 source
Classified as probably not a substantial claim.
Study design and conductnone givenElectromyographic activity was continuously monitored to ensure complete relaxation at rest or a constant level of activity during tonic contraction.
“During the experiments EMG activity was continuously monitored by visual (oscilloscope) and auditory (speakers) feedback to ensure either complete relaxation at rest or a constant level of EMG activity during tonic contraction.”
Quote in the paperSubstantial claimProbably not a substantial claim: may not pass S3 (load-bearing).
Study design and conductnone givenThe experimental protocol was approved by the local ethics committee.
“The experimental protocol was approved by the local ethics committee (NYCPM).”
Quote in the paperNot a substantial claimProbably not a substantial claim: may not pass S3 (load-bearing).
Study design and conductnone givenImagery training was terminated when the subject reached a vividness score of four without any extensor carpi radialis muscle contraction.
“The training was terminated when the subject reached vividness score of four in absence of any ECR muscle contraction.”
Quote in the paperNot a substantial claimProbably not a substantial claim: may not pass S3 (load-bearing).
PremisecitationIntracortical mechanisms for inhibition and facilitation in these muscles have been well characterized.
“In addition, intracortical mechanisms for inhibition and facilitation in these muscles have been well characterized (Chen et al., 1998).”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites Chen et al., 1998 source
May combine two claims.
PremisecitationNeurons in the polysensory zone have bimodal visual-tactile modalities and represent the space immediately surrounding the body through touch and vision.
“Neurons in the poly sensory zone have bimodal, visual–tactile modalities and represent the space immediately surrounding the body through touch, and vision (Graziano et al., 2002b).”
Quote in the paperSubstantial claim0 of 1 sources checked- cites Graziano et al., 2002b
Couldn’t be matched to a paper in Crossref, so it can’t be checked.
May combine two claims.
Study design and conductown dataThe study was performed on one hemisphere, so it provides no information about the topographic specificity of motor responses to observation of a work of art.
“Given that our study was performed on one hemisphere we do not have information regarding the topographic specificity of motor responses to observation of a work of art.”
Quote in the paperNot a substantial claimClassified as probably not a substantial claim.
Study design and conductown dataImagery training was performed under visual electromyographic feedback to ensure complete target muscle relaxation.
“This training protocol was performed under visual feedback of EMG recording of the right ECR muscle to ensure complete target muscle relaxation.”
Quote in the paperSubstantial claimProbably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.
Study design and conductnone givenAll participants gave written informed consent and the experiments conformed to the Declaration of Helsinki.
“All participants gave written informed consent and all experiments conformed to the Declaration of Helsinki.”
Quote in the paperNot a substantial claimProbably not a substantial claim: may not pass S3 (load-bearing).
PremisecitationMotor evoked potential size increases during motor imagery.
“While a number of authors have shown that MEP size increases during motor imagery (Fourkas et al., 2006; Stinear et al., 2006)”
Quote in the paperNot a substantial claim0 of 2 sources checkedProbably not a substantial claim: may not pass S3 (load-bearing).
PremisecitationShort-interval intracortical inhibition can be modulated in a spatially and temporally specific way during imagined motor performance.
“previous studies (Abbruzzese et al., 1999; Stinear and Byblow, 2004) that have provided evidence that SICI can be modulated in a spatially and temporally specific way during imagined motor performance.”
Quote in the paperNot a substantial claim0 of 2 sources checkedProbably not a substantial claim: may not pass S3 (load-bearing).
PremisecitationVisual perception of static body parts engages the extrastriate body area.
“Visual perception of static body parts engages the EBA (Downing et al., 2001)”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites Downing et al., 2001 source
Classified as probably not a substantial claim.
PremisecitationObserving emotionally charged images induces sensory-motor activation.
“Recent neuroimaging studies (Kawabata and Zeki, 2004) have found that observation of emotionally charged images induces sensory–motor activation.”
Quote in the paperSubstantial claim0 of 1 sources checked- cites Kawabata and Zeki, 2004 source
Probably not a substantial claim: may not pass S3 (load-bearing).
Study design and conductcitationTranscranial magnetic stimulation parameters were tested according to published guidelines for TMS in clinical neurophysiology.
“TMS parameters were tested according to published guidelines for the use of TMS in clinical neurophysiology (Rossini et al., 1999; Rothwell et al., 1999).”
Quote in the paperNot a substantial claim0 of 2 sources checked- cites Rossini et al., 1999
Couldn’t be matched to a paper in Crossref, so it can’t be checked.
- cites Rothwell et al., 1999
Probably not a substantial claim: may not pass S3 (load-bearing).
PremisecitationObserving a movement could also have minor effects on spinal excitability.
“Given that observation of a movement could also have minor effects on spinal excitability (Baldissera et al., 2001)”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites Baldissera et al., 2001 source
Probably not a substantial claim: may not pass S3 (load-bearing).
PremisecitationVentral premotor cortex plays a critical role in understanding complete body postures.
“while ventral premotor cortex plays a critical role in the understanding of complete body postures (Urgesi et al., 2004).”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites Urgesi et al., 2004 source
The paper relies on this without support.
No empirical research had been done on the aspect of response in which viewers feel bodily engaged by movements represented in paintings.
“but no empirical research has been done on this aspect of response (Vischer, 1872; Lipps, 1906; Merleau-Ponty, 1962).”
The paper relies on this without support.
No study had yet examined corticomotor excitability during observation of an action represented in a work of art.
“But no study had yet been made of corticomotor excitability during the observation of an action represented in a work of art.”
The paper relies on this without support.
The action in Michelangelo's Expulsion is unequivocally represented and easily legible.
“this action is unequivocally represented and easily legible.”
The paper relies on this without support.
Michelangelo clearly delineates the forearm muscles involved in extending the hand.
“Michelangelo, with his habitual skill, clearly delineates the muscles of the forearm involved in the extension of the hand”
The authors state this as an assumption.
The effect of observing the painting on corticomotor excitability is a consequence of the artist's skill in giving an illusory impression of movement.
“we assume that this effect, in the case of the painting, must be a consequence of the artist's skill in giving the illusory impression of movement.”
The paper relies on this without support.
In the Expulsion the extensor carpi radialis muscle is activated, in the Creation it is at rest, and in Bellini's Dead Christ it is shown at rest in an overtly and highly emotional context.
“In the Expulsion the ECR muscle is activated; in the Creation, it is at rest; in Bellini's Dead Christ, it is shown at rest in an overtly and highly emotional context.”
The paper relies on this without support.
The photograph used in Experiment 4 reproduced the same action as Adam's hand in the Expulsion.
“Here we investigated corticomotor responses to observation of Adam's hand action in the painting of the Expulsion and a photograph of the same action (Figure 4A).”
Statistics that don’t add up
Each reported p-value recomputed from its test statistic and degrees of freedom.
Inconsistent p-value: F(1,54) = 4.4, p = .01
MinorThe paper reports p = .01 here; recomputing from the test statistic and its degrees of freedom gives p = .041. The check cannot tell whether the statistic or the p-value is the misprint.
Reported p = .01 · recomputed p = .041
“F(1,54) = 4.4, p = 0.01”
p-value fits an unstated one-tailed test: F(1,54) = 1.1, p = .2
MinorThe paper reports p = .2 here; recomputing from the test statistic and its degrees of freedom gives p = .299. The reported value is what a one-tailed test gives, but the paper does not say near this result that a one-tailed test was used.
Reported p = .2 · recomputed p = .299
“F(1,54) = 1.1, p = 0.2”
p-value fits an unstated one-tailed test: F (1, 54) = 4.8, p = .01
MinorThe paper reports p = .01 here; recomputing from the test statistic and its degrees of freedom gives p = .033. The reported value is what a one-tailed test gives, but the paper does not say near this result that a one-tailed test was used.
Reported p = .01 · recomputed p = .033
“F (1, 54) = 4.8, p = 0.01”
Statistics recomputed
Every reported test result, recomputed from its test statistic and degrees of freedom. A result shows as not adding up only once an independent check has confirmed it.
- Doesn’t add upF(1, 54) = 4.8reported p = .01 · recomputed p = .033
“F (1, 54) = 4.8, p = .01”
- Doesn’t add upF(1, 54) = 1.1reported p = .2 · recomputed p = .299
“F(1,54) = 1.1, p = .2”
- Doesn’t add upF(1, 54) = 4.4reported p = .01 · recomputed p = .041
“F(1,54) = 4.4, p = .01”
- ConsistentF(1, 18) = 27reported p < .001 · recomputed p < .001
“F (1, 18) = 27, p < .001”
Self-check
Percentages, sums and reported differences re-computed from the paper’s own numbers.
Experiment 1 reports an impossible F-test p-value
MajorFor F(1,18)=5.4, the reported p=0.1 is inconsistent with the F statistic. A value that large with 1 and 18 degrees of freedom would yield a p-value well below 0.05, not 0.1.
Reported 0.1 · recomputed -17
“Regarding RMT, ANOVA did not disclose a significant difference between conditions [rest: 54.3 ± 5.1%, painting: 52.7 ± 6.3; F (1,18) = 5.4; p = 0.1].”
Experiment 3 reports a nonsignificant p-value for a significant F statistic
MajorThe paper reports F(1,18)=7.1 with p=0.09 for CSP. With 1 and 18 degrees of freedom, that F value corresponds to a p-value below 0.05, so the stated p-value is inconsistent with the test statistic.
Reported 0.09 · recomputed -17
“RMT [F(1,18) = 3.2; p = 0.4), CSP [F(1,18) = 7.1; p = 0.09], and ICF [F(1,18) = 4.4; p = 0.2] were not different between rest and imagery of the painting.”
Cites
Merleau-Ponty, M. (1982) · Routledge eBooks · doi:10.4324/9780203981139 · Cited by 11,931 · see citing works
Merleau-Ponty, M. (2013) · doi:10.4324/9780203720714 · Cited by 4,869 · see citing works
Corticocortical inhibition in human motor cortex.
Kujirai, T., Caramia, M. D., Rothwell, J. C., Day, B. L., Thompson, P. D., Ferbert, A., Wroe, S. J., Asselman, P., & MARSDEN, C. D. (1993) · The Journal of Physiology · doi:10.1113/jphysiol.1993.sp019912 · Cited by 3,132 · 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
A cortical area selective for visual processing of the human body
Downing, P. E., Jiang, Y., Shuman, M., & Kanwisher, N. (2001) · Science · doi:10.1126/science.1063414 · Cited by 2,043 · see citing works
Transcranial magnetic stimulation and the human brain
Hallett, M. (2000) · Nature · doi:10.1038/35018000 · Cited by 1,603 · see citing works
Motion, emotion and empathy in esthetic experience
Freedberg, D., & D, V. G. M. (2007) · Trends in Cognitive Sciences · doi:10.1016/j.tics.2007.02.003 · Cited by 1,269 · see citing works
Self-citationThe role of context in object recognition
Oliva, A., & Torralba, A. (2007) · Trends in Cognitive Sciences · doi:10.1016/j.tics.2007.09.009 · Cited by 1,063 · see citing works
Mental Imagery of Faces and Places Activates Corresponding Stimulus-Specific Brain Regions
O’Craven, K. M., & Kanwisher, N. (2000) · Journal of Cognitive Neuroscience · doi:10.1162/08989290051137549 · Cited by 1,057 · see citing works
Kawabata, H., & Zeki, S. (2004) · Journal of Neurophysiology · doi:10.1152/jn.00696.2003 · Cited by 880 · see citing works
Afferent properties of periarcuate neurons in macaque monkeys. II. Visual responses.
Rizzolatti, G., Scandolara, C., Matelli, M., & Gentilucci, M. (1981) · Behavioural Brain Research · doi:10.1016/0166-4328(81)90053-x · Cited by 831 · see citing works
Ziemann, U. (2004) · Clinical Neurophysiology · doi:10.1016/j.clinph.2004.03.006 · Cited by 629 · see citing works
Brain correlates of aesthetic judgment of beauty
Jacobsen, T., Schubotz, R. I., Höfel, L., & von Cramon, D. Y. (2005) · NeuroImage · doi:10.1016/j.neuroimage.2005.07.010 · Cited by 595 · see citing works
Distributed Neural Systems for the Generation of Visual Images
Ishai, A., Ungerleider, L. G., & Haxby, J. V. (2000) · Neuron · doi:10.1016/s0896-6273(00)00168-9 · Cited by 579 · see citing works
(1999) · PubMed · Cited by 558 · see citing works
Afferent properties of periarcuate neurons in macaque monkeys. I. Somatosensory responses
Rizzolatti, G., Scandolara, C., Matelli, M., & Gentilucci, M. (1981) · Behavioural Brain Research · doi:10.1016/0166-4328(81)90052-8 · Cited by 501 · see citing works
Intracortical Inhibition and Facilitation in Different Representations of the Human Motor Cortex
Chen, R., Tam, A., Bütefisch, C., Corwell, B., Ziemann, U., Rothwell, J. C., & Cohen, L. G. (1998) · Journal of Neurophysiology · doi:10.1152/jn.1998.80.6.2870 · Cited by 495 · see citing works
Human motor cortex excitability during the perception of others’ action
Fadiga, L., Craighero, L., & Olivier, E. (2005) · Current Opinion in Neurobiology · doi:10.1016/j.conb.2005.03.013 · Cited by 494 · see citing works
Cantello, R. M., Gianelli, M., Civardi, C., & Mutani, R. (1992) · Neurology · doi:10.1212/wnl.42.10.1951 · Cited by 478 · see citing works
The Cortical Control of Movement Revisited
Graziano, M. S. A., Taylor, C. S. R., Moore, T., & Cooke, D. F. (2002) · Neuron · doi:10.1016/s0896-6273(02)01003-6 · Cited by 364 · see citing works
Brain activity evoked by inverted and imagined biological motion
Grossman, E. D., & Blake, R. (2001) · Vision Research · doi:10.1016/s0042-6989(00)00317-5 · Cited by 333 · see citing works
Activation of the prefrontal cortex in the human visual aesthetic perception
Cela‐Conde, C. J., Marty, G., Maestú, F., Ortiz, T., Munar, E., Fernández, A., Roca, M., Rosselló, J., & Quesney, F. (2004) · Proceedings of the National Academy of Sciences · doi:10.1073/pnas.0401427101 · Cited by 320 · see citing works
The Golden Beauty: Brain Response to Classical and Renaissance Sculptures
Dio, C. D., Macaluso, E., & Rizzolatti, G. (2007) · PLoS ONE · doi:10.1371/journal.pone.0001201 · Cited by 293 · see citing works
Mapping Implied Body Actions in the Human Motor System
Urgesi, C., Moro, V., Candidi, M., & Aglioti, S. M. (2006) · The Journal of Neuroscience · doi:10.1523/jneurosci.1289-06.2006 · Cited by 273 · see citing works
Mechanisms influencing stimulus-response properties of the human corticospinal system
Boroojerdi, B., Battaglia, F., Muellbacher, W., & Cohen, L. G. (2001) · Clinical Neurophysiology · doi:10.1016/s1388-2457(01)00523-5 · Cited by 256 · see citing works
Self-citationDi Lazzaro, V., Pilato, F., Dileone, M., Profice, P., Ranieri, F., Ricci, V., Bria, P., Tonali, P. A., & Ziemann, U. (2007) · Clinical Neurophysiology · doi:10.1016/j.clinph.2007.07.005 · Cited by 240 · see citing works
Brain correlates of aesthetic expertise: A parametric fMRI study
Kirk, U., Skov, M., Christensen, M. S., & Nygaard, N. (2009) · Brain and Cognition · doi:10.1016/j.bandc.2008.08.004 · Cited by 224 · see citing works
Modulation of spinal excitability during observation of hand actions in humans
Baldissera, F., Cavallari, P., Craighero, L., & Fadiga, L. (2001) · European Journal of Neuroscience · doi:10.1046/j.0953-816x.2000.01368.x · Cited by 205 · see citing works
Magnetic Stimulation of Extrastriate Body Area Impairs Visual Processing of Nonfacial Body Parts
Urgesi, C., Berlucchi, G., & Aglioti, S. M. (2004) · Current Biology · doi:10.1016/j.cub.2004.11.031 · Cited by 204 · see citing works
Self-citationRossini, P. M., Berardelli, A., Deuschl, G., et al. (1999) · PubMed · Cited by 167 · see citing works
Extrastriate body area underlies aesthetic evaluation of body stimuli
Calvo‐Merino, B., Urgesi, C., Orgs, G., Aglioti, S. M., & Haggard, P. (2010) · Experimental Brain Research · doi:10.1007/s00221-010-2283-6 · Cited by 140 · see citing works
Corticospinal facilitation during first and third person imagery
Fourkas, A. D., Avenanti, A., Urgesi, C., & Aglioti, S. M. (2006) · Experimental Brain Research · doi:10.1007/s00221-005-0076-0 · Cited by 127 · see citing works
Baumgartner, T., Willi, M., & Jäncke, L. (2007) · NeuroReport · doi:10.1097/wnr.0b013e328012272e · Cited by 114 · see citing works
Applications of magnetic cortical stimulation.
Rossini, P. M., Berardelli, A., Deuschl, G., et al. (1999) · ORBi (University of Liège) · Cited by 113 · see citing works
Proverbio, A. M., Riva, F., & Zani, A. (2009) · PLoS ONE · doi:10.1371/journal.pone.0005389 · Cited by 108 · see citing works
Zeki, S., & Lamb, M. (1994) · Brain · doi:10.1093/brain/117.3.607 · Cited by 108 · see citing works
Stinear, C., & Byblow, W. (2004) · Experimental Brain Research · doi:10.1007/s00221-004-1851-z · Cited by 105 · see citing works
Changes of intracortical inhibition during motor imagery in human subjects
Abbruzzese, G., Assini, A., Buccolieri, A., Marchese, R., & Trompetto, C. (1999) · Neuroscience Letters · doi:10.1016/s0304-3940(99)00120-2 · Cited by 103 · see citing works
Deen, B., & McCarthy, G. (2010) · Neuropsychologia · doi:10.1016/j.neuropsychologia.2010.01.028 · Cited by 101 · see citing works
Lateralization of unimanual and bimanual motor imagery
Stinear, C. M., Fleming, M. K., & Byblow, W. D. (2006) · Brain Research · doi:10.1016/j.brainres.2006.04.008 · Cited by 82 · see citing works
Haptic perception and body representation in lateral and medial occipito-temporal cortices
Costantini, M., Urgesi, C., Galati, G., Romani, G. L., & Aglioti, S. M. (2011) · Neuropsychologia · doi:10.1016/j.neuropsychologia.2011.01.034 · Cited by 76 · see citing works
Brain activity accompanying perception of implied motion in abstract paintings
Blake, R., & Kim, C.-Y. (2007) · Spatial Vision · doi:10.1163/156856807782758395 · Cited by 75 · see citing works
Unilateral cerebellar stroke disrupts movement preparation and motor imagery
Battaglia, F., Quartarone, A., Ghilardi, M. F., et al. (2006) · Clinical Neurophysiology · doi:10.1016/j.clinph.2006.01.008 · Cited by 68 · see citing works
Self-citationThe Neural Basis of Object-Context Relationships on Aesthetic Judgment
Kirk, U. (2008) · PLoS ONE · doi:10.1371/journal.pone.0003754 · Cited by 67 · see citing works
Osaka, N., Matsuyoshi, D., Ikeda, T., & Osaka, M. (2010) · NeuroReport · doi:10.1097/wnr.0b013e328335b371 · Cited by 60 · see citing works
Distributed neural systems for the generation of visual images
Ishai, A., Haxby, J. V., & Ungerieider, L. G. (2000) · NeuroImage · doi:10.1016/s1053-8119(00)91614-8 · Cited by 40 · see citing works
Probing cortical function with electrical stimulation
Graziano, M. S. A., Taylor, C. S. R., & Moore, T. (2002) · Nature Neuroscience · doi:10.1038/nn1002-921 · Cited by 21 · see citing works
Implied motion activates extrastriate motion-processing areas
Kourtzi, Z., & Kanwisher, N. (2000) · Trends in Cognitive Sciences · doi:10.1016/s1364-6613(00)01512-6 · Cited by 15 · see citing works
Die ästhetische Betrachtung und die bildende Kunst
Lipps, T. (1906) · Leopold Voss eBooks · Cited by 12 · see citing works
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10 of the 59 references couldn’t be matched to a known paper.
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Multiple roles of motor imagery during action observation
Vogt, S., Rienzo, F. D., Collet, C., Collins, A. F., & Guillot, A. (2013) · Frontiers in Human Neuroscience · doi:10.3389/fnhum.2013.00807 · Cited by 301 · see citing works
Kirsch, L. P., Urgesi, C., & Cross, E. S. (2015) · Neuroscience & Biobehavioral Reviews · doi:10.1016/j.neubiorev.2015.12.005 · Cited by 157 · see citing works
Dio, C. D., Ardizzi, M., Massaro, D., Cesare, G. D., Gilli, G., Marchetti, A., & D, V. G. M. (2016) · Frontiers in Human Neuroscience · doi:10.3389/fnhum.2015.00705 · Cited by 117 · see citing works
What Is Art Good For? The Socio-Epistemic Value of Art
Sherman, A., & Morrissey, C. (2017) · Frontiers in Human Neuroscience · doi:10.3389/fnhum.2017.00411 · Cited by 71 · see citing works
Cambiaghi, M., Cherchi, L., Masin, L., et al. (2021) · Behavioural Brain Research · doi:10.1016/j.bbr.2021.113352 · Cited by 46 · see citing works
Self-citationThe neural mechanism of aesthetic judgments of dynamic landscapes: an fMRI study
Zhao, X., Wang, J., Li, J., Luo, G., Li, T., Chatterjee, A. K., Zhang, W., & He, X. (2020) · Scientific Reports · doi:10.1038/s41598-020-77658-y · Cited by 38 · see citing works
Neural correlates of visual aesthetic appreciation: insights from non-invasive brain stimulation
Cattaneo, Z. (2019) · Experimental Brain Research · doi:10.1007/s00221-019-05685-x · Cited by 33 · see citing works
Motor Cortex Plasticity during Unilateral Finger Movement with Mirror Visual Feedback
Kumru, H., Albu, S., Pelayo, R., et al. (2015) · Neural Plasticity · doi:10.1155/2016/6087896 · Cited by 33 · see citing works
Beholders’ sensorimotor engagement enhances aesthetic rating of pictorial facial expressions of pain
Ardizzi, M., Ferroni, F., Siri, F. M., Umiltà, M. A., Cotti, A., Calbi, M., Fadda, E., Freedberg, D., & D, V. G. M. (2018) · Psychological Research · doi:10.1007/s00426-018-1067-7 · Cited by 29 · see citing works
Self-citationSensitivity of the human mirror neuron system for abstract traces of actions: An EEG-study
Hoenen, M., Lübke, K. T., & Pause, B. M. (2017) · Biological Psychology · doi:10.1016/j.biopsycho.2017.01.010 · Cited by 29 · see citing works
Movement observation-induced modulation of pain perception and motor cortex excitability
Volz, M. S., Suarez-Contreras, V., Portilla, A. S., Illigens, B. M. W., Bermpohl, F., & Fregni, F. (2014) · Clinical Neurophysiology · doi:10.1016/j.clinph.2014.09.022 · Cited by 29 · see citing works
Bao, Y., von Stosch, A., Park, M., & Pöppel, E. (2017) · Frontiers in Psychology · doi:10.3389/fpsyg.2017.00727 · Cited by 20 · see citing works
Sarasso, P., Francesetti, G., Roubal, J., Gecele, M., Ronga, I., Neppi-Mòdona, M., & Sacco, K. (2022) · Frontiers in Human Neuroscience · doi:10.3389/fnhum.2022.906188 · Cited by 20 · see citing works
Visceromotor roots of aesthetic evaluation of pain in art: an fMRI study
Ardizzi, M., Ferroni, F., Umiltà, M. A., Pinardi, C., Errante, A., Ferri, F., Fadda, E., & D, V. G. M. (2021) · Social Cognitive and Affective Neuroscience · doi:10.1093/scan/nsab066 · Cited by 20 · see citing works
Self-citationDissociating embodiment and emotional reactivity in motor responses to artworks
Finisguerra, A., Ticini, L. F., Kirsch, L. P., Cross, E. S., Kotz, S. A., & Urgesi, C. (2021) · Cognition · doi:10.1016/j.cognition.2021.104663 · Cited by 18 · see citing works
Ando, A. M. C., Pineda, J. A., Giromini, L., Soghoyan, G., QunYang, Bohm, M., Maryanovsky, D., & Zennaro, A. (2017) · Brain Research · doi:10.1016/j.brainres.2017.12.007 · Cited by 19 · see citing works
Mental simulation of drawing actions enhances delayed recall of a complex figure
Lucia, N. D., Trojano, L., Senese, V. P., & Conson, M. (2016) · Experimental Brain Research · doi:10.1007/s00221-016-4696-3 · Cited by 17 · see citing works
Cazzato, V., Mele, S., & Urgesi, C. (2016) · Brain Research · doi:10.1016/j.brainres.2016.05.047 · Cited by 18 · see citing works
Embodied Aesthetics: Insight from Cognitive Neuroscience of Performing Arts
Ticini, L. F., Urgesi, C., & Calvo‐Merino, B. (2014) · Contributions to phenomenology · doi:10.1007/978-94-017-9379-7_7 · Cited by 18 · see citing works
Pupillary response to real, illusory, and implied motion
Castellotti, S., Carlo, F., & Viva, M. M. D. (2021) · PLoS ONE · doi:10.1371/journal.pone.0254105 · Cited by 14 · see citing works
Neural circuits underlying motor facilitation during observation of implied motion
Concerto, C., Sawah, M. A., Infortuna, C., Freedberg, D., Chusid, E., Aguglia, E., & Battaglia, F. (2015) · Somatosensory & motor research · doi:10.3109/08990220.2015.1048329 · Cited by 13 · see citing works
Self-citationMovement in Aesthetic Experiences: What We Can Learn from Parkinson Disease
Humphries, S. A., Rick, J. H., Weintraub, D. A., & Chatterjee, A. K. (2021) · Journal of Cognitive Neuroscience · doi:10.1162/jocn_a_01718 · Cited by 14 · see citing works
Mineo, L., Fetterman, A., Concerto, C., Warren, M., Infortuna, C., Freedberg, D., Chusid, E., Aguglia, E., & Battaglia, F. (2018) · International Journal of Psychophysiology · doi:10.1016/j.ijpsycho.2018.04.004 · Cited by 9 · see citing works
Self-citationGmamdya, H., Souissi, M. A., Bougrine, H., Baaziz, M., Guelmami, N., Bouazizi, M., Robin, N., & Bali, N. (2023) · Perceptual and Motor Skills · doi:10.1177/00315125231193218 · Cited by 10 · see citing works
Pupil responses to implied motion in figurative and abstract paintings
Castellotti, S., Scipioni, L., Mastandrea, S., & Viva, M. M. D. (2021) · PLoS ONE · doi:10.1371/journal.pone.0258490 · Cited by 10 · see citing works
Aesthetic Revolution: The Role of Art in Culture and Social ChangePreprint
Stamkou, E., & Keltner, D. J. (2020) · SSRN Electronic Journal · doi:10.2139/ssrn.3578575 · Cited by 10 · see citing works
Observation of implied motion in a work of art modulates cortical connectivity and plasticity
Concerto, C., Infortuna, C., Mineo, L., Pereira, M., Freedberg, D., Chusid, E., Aguglia, E., & Battaglia, F. (2016) · Journal of Exercise Rehabilitation · doi:10.12965/jer.1632656.328 · Cited by 10 · see citing works
Self-citationTanaka, M., Kubota, S., Onmyoji, Y., et al. (2015) · Neuroscience Letters · doi:10.1016/j.neulet.2015.05.057 · Cited by 10 · see citing works
Infortuna, C., Gualano, F., Freedberg, D., Patel, S. P., Sheikh, A. M., Muscatello, M. R. A., Bruno, A., Mento, C., Chusid, E., Han, Z., et al. (2022) · Frontiers in Human Neuroscience · doi:10.3389/fnhum.2022.943469 · Cited by 9 · see citing works
Self-citationModulation of corticospinal excitability during paintings viewing: A TMS study
Fiori, F., Plow, E. B., Rusconi, M. L., & Cattaneo, Z. (2020) · Neuropsychologia · doi:10.1016/j.neuropsychologia.2020.107664 · Cited by 9 · see citing works
Understanding the Neuropsychology of Aesthetic Paradox: The Dual Phase Oscillation Hypothesis
Mukhopadhyay, D. (2014) · Review of General Psychology · doi:10.1037/gpr0000009 · Cited by 9 · see citing works
Speed of person perception affects immediate and ongoing aesthetic evaluation
Khaw, M. W., Nichols, P., & Freedberg, D. (2019) · Acta Psychologica · doi:10.1016/j.actpsy.2019.05.006 · Cited by 5 · see citing works
Self-citationFrom Absorption to Judgment: Empathy in Aesthetic Response
Freedberg, D. (2017) · Palgrave Macmillan UK eBooks · doi:10.1057/978-1-137-51299-4_6 · Cited by 5 · see citing works
Self-citationKirk, U., & Freedberg, D. (2015) · Oxford University Press eBooks · doi:10.1093/acprof:oso/9780199670000.003.0008 · Cited by 5 · see citing works
Self-citationStarr, G. G. (2023) · The MIT Press eBooks · doi:10.7551/mitpress/13829.001.0001 · Cited by 4 · see citing works
Classical paintings may trigger pain and pleasure in the gendered brain
de Gelder, B., Watson, R., Zhan, M., Diano, M., Tamietto, M., & Vaessen, M. J. (2018) · Cortex · doi:10.1016/j.cortex.2018.09.011 · Cited by 5 · see citing works
Exploring Aesthetic Perception in Impaired Aging: A Multimodal Brain—Computer Interface Study
Clemente, L., Rocca, M. L., Paparella, G., Delussi, M. D., Tancredi, G., Ricci, K., Procida, G., Introna, A., Brunetti, A., Taurisano, P., et al. (2024) · Sensors · doi:10.3390/s24072329 · Cited by 3 · see citing works
Morciano, F., Mondellini, M., D’Errico, G., Gatto, C., Pellegrino, G., Antonietti, A., Palesi, F., & Paolis, L. T. D. (2024) · Lecture notes in computer science · doi:10.1007/978-3-031-71710-9_2 · Cited by 3 · see citing works
Embodying the Face: The Intersubjectivity of Portraits and Self-portraits
D, V. G. M. (2022) · Topoi · doi:10.1007/s11245-022-09810-4 · Cited by 3 · see citing works
Mouthon, A., Ruffieux, J., & Taube, W. (2021) · European Journal of Applied Physiology · doi:10.1007/s00421-020-04577-1 · Cited by 3 · see citing works
Sensitivity to Differences in the Motor Origin of Drawings: From Human to Robot
PREESTER, H. D., & Manos Tsakiris, A. (2014) · PLoS ONE · doi:10.1371/journal.pone.0102318 · Cited by 3 · see citing works
Ciricugno, A., Slaby, R. J., Benedek, M., & Cattaneo, Z. (2023) · Current clinical neurology · doi:10.1007/978-3-031-14724-1_7 · Cited by 2 · see citing works
Relating movements in aesthetic spaces: Immersing, distancing, and remembering
Beukelaer, S. D., Azevedo, R. T., & Manos Tsakiris, A. (2018) · Progress in brain research · doi:10.1016/bs.pbr.2018.03.014 · Cited by 1 · see citing works
Gozzano, N. (2016) · Recherches en danse · doi:10.4000/danse.1374 · Cited by 1 · see citing works
Platt, V. (2025) · doi:10.1093/9780191938917.003.0008
Platt, V. (2025) · doi:10.1093/9780191938917.003.0003
Platt, V. (2025) · doi:10.1093/9780191938917.003.0001
Platt, V. (2025) · doi:10.1093/9780191938917.002.0007
Platt, V. (2025) · doi:10.1093/9780191938917.003.0006
Platt, V. (2025) · doi:10.1093/9780191938917.003.0004
Sponge, Foam, and the Chance Impression
Platt, V. (2025) · doi:10.1093/9780191938917.003.0007
Platt, V. (2025) · doi:10.1093/9780191938917.002.0008
Platt, V. (2025) · doi:10.1093/9780191938917.002.0001
Platt, V. (2025) · doi:10.1093/9780191938917.001.0001
Platt, V. (2025) · doi:10.1093/9780191938917.002.0002
Platt, V. (2025) · doi:10.1093/9780191938917.003.0002
Can static Rorschach stimuli perceived as in motion affect corticospinal excitability?
Ando, A. M. C., Garbarini, F., Giromini, L., et al. (2023) · PLoS ONE · doi:10.1371/journal.pone.0287866
(2023) · The MIT Press eBooks · doi:10.7551/mitpress/13829.003.0012
Hüzmeli̇, İ., Sarı, Z., Hallaçeli, H., et al. (2021) · Journal of the American Podiatric Medical Association · doi:10.7547/21-037
Aesthetics in motion: The beauty of action paintings as revealed by Parkinson’s diseasePreprint
Humphries, S. A., Rick, J. H., Weintraub, D. A., & Chatterjee, A. K. (2020) · doi:10.31234/osf.io/ujzf6
Dewey, R. (2018) · Punctum Books · doi:10.21983/p3.0206.1.00 · Cited by 1 · see citing works
Cognitive Abduction and the Study of Visual Culture
Navarro, M. G., & García, N. D. H. (2012) · Studies in applied philosophy, epistemology and rational ethics · doi:10.1007/978-3-642-29928-5_11
- Authors
- Battaglia, F., Lisanby, S. H., & Freedberg, D.
- Affiliations
- New York College of Podiatric Medicine (US)
- Duke University (US)
- Columbia University (US)
- Corresponding author
- Battaglia, Fortunato
- Venue
- Frontiers in Human Neuroscience
- Publisher
- Frontiers Media SA
- Published
- 2011
- Volume
- 5
- Pages
- 79-79
- ISSN
- 1662-5161 (ISSN-L)
- PMC
- PMC3159953
- OpenAlex
- W2030026603
- Cited by
- 66
- References
- 59
- Citations by year
- 2025: 13 · 2024: 2 · 2023: 5 · 2022: 4 · 2021: 8 · 2020: 4 · 2019: 2 · 2018: 5 · 2017: 5 · 2016: 6 · 2015: 5 · 2014: 4 · 2013: 2 · 2012: 1
- FWCI
- 0.93
- Type
- journal article
- Language
- en
- Open access
- gold
- doi.org
- Licence
- cc-by
- Locations
- Frontiers in Human Neuroscience (publishedVersion, cc-by)
- PubMed (publishedVersion)
- Europe PMC (PubMed Central) (submittedVersion)
- PubMed Central (submittedVersion)
- DOAJ (DOAJ: Directory of Open Access Journals) (submittedVersion, cc-by-sa)
- Columbia Academic Commons (Columbia University)
- Topics
- Life Sciences › Neuroscience › Cognitive Neuroscience › Aesthetic Perception and Analysis
- Social Sciences › Psychology › Social Psychology › Action Observation and Synchronization
- Life Sciences › Neuroscience › Cognitive Neuroscience › Visual perception and processing mechanisms
- Keywords
- corticomotor excitability, action observation, motor imagery, art perception, intracortical inhibition, paired-pulse transcranial magnetic stimulation, emotional context, motor system
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