Abstract
Traditionally, higher-level cognition has been described as including processes such as attention, memory, language, and decision-making. However, motor processing and motor imagery are important aspects of cognition that have typically been considered outside of the traditional view. Recent research has demonstrated that there may be a critical functional relationship between motor imagery and other higher-level cognitive processes. Here we present a review of the extant literature on motor imagery and cognition, as well as outline four hurdles that must be addressed before the field investigating the influence of motor-based processes on higher-level cognition can be moved forward. These hurdles include problems distinguishing between visual and motor processes, addressing the differences in tasks and stimuli used to evoke motor imagery, accounting for individual differences in motor imagery ability, and identifying the appropriate neural correlates. It is important that these hurdles are addressed in future research so we can sprint forward and further our knowledge about this interesting relationship.
Similar content being viewed by others
References
Aleman A, Formisano E, Koppenhagen H, Hagoort P, de Haan EHF, Kahn RS (2005) The functional neuroanatomy of metrical stress evaluation of perceived and imagined spoken words. Cereb Cortex 15:221–228
Alkadhi H, Brugger P, Boendermaker SH, Crelier G, Curt A, Hepp-Reymond M-C et al (2005) What disconnection tells about motor imagery: evidence from paraplegic patients. Cereb Cortex 15:131–140
Annett J (1995) Motor imagery: perception or action? Neuropsychologia 33:1395–1417
Arevalo A, Perani D, Cappa SF, Butler A, Bates E, Dronkers N (2007) Action and object processing in aphasia: from nouns and verbs to the effect of manipulability. Brain Lang 100:79–94
Arvinen-Barrow M, Weigand DA, Hemmings B, Walley M (2008) The use of imagery across competitive levels and time of season: a cross-sectional study among synchronized skaters in Finland. Eur J Sport Sci 8:135–142
Aylwin S (1990) Imagery and affect: big questions, little answers. In: Hampson PJ, Marks DE, Richardson JTE (eds) Imagery: current developments, International Library of Psychology, New York
Babiloni C, Marzano N, Infarinato F, Iacobani M, Rizza G, Aschieri P, Cibelli G et al (2010) “Neural efficency” of experts’ brain during judgment of actions: a high-resolution EEG study in elite and amateur karate athletes. Behav Brain Res 207:466–475
Barsalou LW (2008) Grounded cognition. Annu Rev Psychol 59:617–645
Bedny M, Caramazza A, Grossman E, Pascual-Leone A, Saxe R (2008) Concepts are more than percepts: the case of action verbs. J Neurosci 28:11347–11353
Bedny M, Caramazza A, Pascual-Leone A, Saxe R (2012) Typical neural representations of action verbs develop without vision. Cereb Cortex 22:286–293
Beilock SL, Lyons IM, Mattarella-Micke A, Nusbaum HC, Small SL (2008) Sports experience changes the neural processing of action language. Proc Natl Acad Sci USA 105:13269–13273
Bernier M, Fournier JF (2010) Functions of mental imagery in expert golfers. Psychol Sport Exerc 11:444–452
Betts GH (1909) The distribution and functions of mental imagery. Teachers College, Columbia University, New York
Binder JR, Westbury CF, McKiernan KA, Possing ET, Medler DA (2005) Distinct brain systems for processing concrete and abstract concepts. J Cogn Neurosci 17:905–917
Boschker MSJ, Bakker FC, Michaels CF (2002) Memory for the functional characteristics of climbing walls: percieving affordances. J Mot Behav 34:25–36
Boulenger V, Silber BY, Roy AC, Paulignan Y, Jeannerod M, Nazir TA (2008) Subliminal display of action words interferes with motor planning: a combined EEG and kinematic study. J Physiol Paris 102:130–136
Bub DN, Masson MEJ, Cree GS (2008) Evocation of functional and volumetric gestural knowledge by objects and words. Cognition 106:27–58
Buccino G, Riggio L, Melli G, Binkofski F, Gallesea V, Rizzolatti G (2005) Listening to action-related sentences modulates the activity of the motor system: a combined TMS and behavioral study. Cogn Brain Res 24:355–363
Buccino G, Sato M, Cattaneo L, Roda F, Riggio L (2009) Broken affordances, broken objects: a TMS study. Neuropsychologia 47:3074–3078
Buxbaum LJ, Saffran EM (2002) Knowledge of object manipulation and object function: dissociations in apraxic and nonapraxic subjects. Brain Lang 82:179–199
Callow N, Waters A (2005) The effect of kinesthetic imagery on the sport confidence of flat-race horse jockeys. Psycol Sport Exerc 6:443–459
Chan RCK, Huang J, Di X (2009) Dexterous movement complexity and cerebellar activation: a meta-analysis. Brain Res Rev 59:316–323
Chang Y, Lee J-J, Seo J-H, Song H-J, Kim Y-T, Lee HJ et al (2011) Neural correlates of motor imagery for elite archers. NMR Biomed 24:366–372
Chao LL, Martin A (2000) Representation of manipulable man-made objects in the dorsal stream. Neuroimage 12:478–484
Chemero A (2003) The outline of a theory of affordances. Ecol Psychol 15:181–195
Clark A (1997) Being there: putting brain, body, and world together again. MIT Press, Cambridge
Cohen MS, Kosslyn SM, Breiter HC, DiGirolamo GJ, Thompson WL, Anderson AK et al (1996) Changes in cortical activity during mental rotation: a mapping study using functional magnetic resonance imaging. Brain 119:89–100
Cohen RL (1983) The effect of encoding variables on the free recall of words and action events. Mem Cognit 11:575–582
Cook SW, Yip TK, Goldin-Meadow S (2010) Gesturing makes memories that last. J Mem Lang 63:465–475
Coslett HB, Medina J, Kliot D, Burkey AR (2010) Mental motor imagery indexes pain: the hand laterality task. Eur J Pain 14:1007–1013
Crammond DJ (1997) Motor imagery: never in your wildest dream. Trends Neurosci 20:54–57
Creem SH, Proffitt DR (2001) Grasping objects by their handles: a necessary interaction between cognition and action. J Exp Psychol Hum Percept Perform 27:218–228
Cui X, Jeter CB, Yang D, Montague PR, Eagleman DM (2007) Vividness of mental imagery: individual variability can be measured objectively. Vis Res 47:474–478
Culham JC, Cavina-Pratesi C, Singhal A (2006) The role of parietal cortex in visuomotor control: what have we learned from neuroimaging? Neuropsychologia 44:2668–2684
Cummings J, Hall C, Shambrook C (2004) The influence of an imagery workshop on athletes’ use of imagery. Athl Insight 6:52–73
de Lange FP, Roelofs K, Toni I (2008) Motor imagery: a window into the mechanisms and alterations of the motor system. Cortex 44:494–506
Decety J (1996) The neurophysiological basis of motor imagery. Behav Brain Res 77:45–52
Decety J, Ingvar DH (1990) Brain structures participating in mental simulation of motor behavior: a neuropsychological interpretation. Acta Psychol 73:13–34
Decety J, Perani D, Jeannerod M, Bettinardi V, Tadary B, Woords R et al (1994) Mapping motor representations with positron emission tomography. Nature 371:600–602
Decety J, Philippon B, Ingvar DH (1988) rCBF landscapes during motor performance and motor ideation of a graphic gesture. Eur Arch Psychiatry Neurol Sci 238:33–38
Decety J, Sjoholm H, Ryding E, Stenberg G, Ingvar DH (1990) The cerebellum participates in mental activity: tomographic measurements of regional cerebral blood flow. Brain Res 535:313–317
Deiber M-P, Ibanez V, Honda M, Sadato N, Raman R, Hallett M (1998) Cerebral processes related to visuomotor imagery and generation of simple finger movements studied with positron emission tomography. Neuroimage 7:73–85
Denis M, Engelkamp J, Mohr G (1991) Memory of imagined actions: Imagining oneself or another person. Psychol Res 53:246–250
Dietrich A (2008) Imaging the imagination: the trouble with motor imagery. Methods 45:319–324
Driskell JE, Copper C, Moran A (1994) Does mental practice practice enhance performance? J Appl Psychol 79:481–492
Ehrsson HH, Geyer S, Naito E (2003) Imagery of voluntary movement of fingers, toes, and tongue activates corresponding body-partspecic motor representations. J Neurophysiol 90:3304–3316
Engelkamp J (1986) Nouns and verbs in paired-associate learning: instructional effects. Psychol Res 48:153–159
Engelkamp J (1988) Modality-specific encoding and word class in verbal learning. In: Grueberg MM, Morris RE, Sykes RN (eds) Practical aspects of memory: current research and issues, Wiley, New York
Engelkamp J (1995) Visual imagery and enactment of actions in memory. Br J Psychol 86:227–240
Engelkamp J, Cohen RL (1991) Current issues in memory of action events. Psychol Res 53:175–182
Engelkamp J, Mohr G, Zimmer HD (1991) Pair-relational encoding of performed nouns and verbs. Psychol Res 53:232–239
Engelkamp J, Zimmer HD (1984) Motor programme information as a separable memory unit. Psychol Res 46:283–299
Engelkamp J, Zimmer HD (1989) Memory for action events: a new field of research. Psychol Res 51:153–157
Engelkamp J, Zimmer HD (1990) Imagery and action: differential encoding of verbs and nouns. In: Hampson PJ, Marks DE, Richardson JTE (eds) Imagery: current developments, International Library of Psychology, New York
Engelkamp J, Zimmer HD, Denis M (1989) Paired associate learning of action verbs with visual- or motor-imaginal encoding instructions. Psychol Res 50:257–263
Epstein ML (1980) The relationship of mental imagery and mental rehersal to performance of a motor task. J Sport Psychol 2:211–220
Federmeier KD, Segal JB, Lombrozo T, Kutas M (2000) Brain responses to nouns, verbs, and class-ambiguous words in context. Brain 123:2552–2566
Feltz DL, Landers DM (1983) The effects of mental practice on motor skill learning and performance: a meta-analysis. J Sport Psychol 5:25–27
Frak V, Nazir T, Goyette M, Cohen H, Jeannerod M (2010) Grip force is part of the semantic representation of manual action verbs. PLoS ONE 5:e9728
Frings M, Dimitrova A, Schorn CF, Elles H-G, Hein-Kropp C, Gizewski ER et al (2006) Cerebellar involvement in verb generation: an fMRI study. Neurosci Lett 409:19–23
Ganis G, Keenan JP, Kosslyn SM, Pascual-Leone A (2000) Transcranial magnetic stimulation of primary motor cortex affects mental rotation. Cereb Cortex 10:175–180
Garbarini F, Adenzato M (2004) At the root of embodied cognition: cognitive science meets neurophysiology. Brain Cognit 56:100–106
Gibson JJ (1977) The theory of affordances. In: Shaw R, Bransford J (eds) Perceiving, acting, and knowing: toward an ecological psychology, Lawrence Erlbaum, Hillsdale, pp 67–82
Gibson JJ (1979) The ecological approach to visual perception. Houghton Mifflin, Boston
Glenberg AM (1997) What memory is for. Behav Brain Sci 20:1–55
Glover S, Rosenbaum DA, Graham J, Dixon P (2004) Grasping the meaning of words. Exp Brain Res 154:103–108
Goodale MA, Milner AD (1992) Seperate visual pathways for perception and action. Trends Neurosci 15:20–25
Grafton ST, Arbib MA, Fadiga L, Rizzolatti G (1996) Localization of grasp representations in humans by positron emission tomography. 2. Observation compared with imagination. Exp Brain Res 112:103–111
Gregg M, Hall C, Butler A (2010) The MIQ-RS: a suitable option for examining movement imagery ability. Evid Based Complement Alternat Med 7:249–257
Guillot A, Colle C, Nguyen VA, Malouin F, Richards C, Doyon J (2008) Functional neuroanatomical networks associated with expertise in motor imagery. Neuroimage 41:1471–1483
Guillot A, Nadrowska E, Collet C (2009) Using motor imagery to learn tactical movements in basketball. J Sport Behav 32:189–206
Hall C, Pongrac J (1983) Movement imagery questionnaire. University of Western Ontario, London
Hanakawa T, Dimyan MA, Hallett M (2008) Motor planning, imagery, and execution in the distributed motor network: a time-course study with functional MRI. Cereb Cortex 18:2775–2788
Handy TC, Grafton ST, Shroff NM, Ketay S, Gazzaniga M (2003) Graspable objects grab attention when the potential for action is recognized. Nat Neurosci 6:421–427
Hauk O, Johnsrude I, Pulvermüller F (2004) Somatotopic representation of action words in human motor and premotor cortex. Neuron 41:301–307
Helstrup T (1989) Memory for performed and imaged noun pairs and verb pairs. Psychol Res 50:237–240
Higuchi S, Imamizu H, Kawato M (2007) Cerebellar activityevoked by common tool-use execution and imagery tasks: an fMRI study. Cortex 43:350–358
Imamizu H, Kuroda T, Miyauchi S, Yoshioka T, Kawato M (2003) Modular organization of internal models of tools in the human cerebellum. Proc Natl Acad Sci USA 100:5461–5466
Isaac A, Marks DF, Russell DG (1986) An instrument for assessing imagery of movement: the vividness of movement imagery questionnaire (VMIQ). J Ment Imag 10:23–30
Jackson PL, Lafleur MF, Malouin F, Richards CL, Doyon J (2003) Functional cerebral reorganization following motor sequence learning through mental practice with motor imagery. Neuroimage 20:1171–1180
Jeannerod M (1994) The representing brain: neural correlates of motor intention and imagery. Behav Brain Sci 17:187–245
Jeannerod M (2006) Motor cognition: what actions tell the self. Oxford University Press, New York
Jeannerod M, Frak V (1999) Mental imaging of motor activity in humans. Curr Opin Neurobiol 9:735–739
Johnson SH (1998) Cerebral organization of motor imagery: contralateral control of grip selection in mentally represented prehension. Psychol Sci 8:219–222
Jones L, Stuth G (1997) The uses of mental imagery in athletics: an overview. Appl Prev Psychol 6:101–115
Just MA, Cherkassky VL, Aryal S, Mitchell TM (2010) A neurosemantic theory of concrete noun representation based on the underlying brain codes. PLoS ONE 5:e8622
Karantzoulis S, Rich JB, Mangels JA (2006) Subject-per formed tasks improve associative learning in amnestic mild cognitive impairment. J Int Neuropsychol Soc 12:493–501
Kormi-Nouri R, Nilsson L-G (2001) The motor component is not crucial! In: Zimmer HD, Cohen RL, Guynn MJ, Engelkamp J, Kormi-Nouri R, Foley MA (eds) Memory for action: a distinct form of episodic memory?, Oxford University Press, New York, pp 97–111
Lichtheim L (1885) On aphasia. Brain 7:433–484
Lorey B, Pilgramm S, Walter B, Stark R, Munzert J, Zentgraf K (2010) Your mind’s hand: motor imagery of pointing movements with different accuracy. Neuroimage 49:3239–3247
Lotze M, Montoya P, Erb M, Hulsmann E, Flor H, Klose U et al (1999) Activation of cortical and cerebellar motor areas during executed and imagined hand movements: an fMRI Study. J Cogn Neurosci 11:491–501
Madan CR, Glaholt MG, Caplan JB (2010) The influence of item properties on association-memory. J Mem Lang 63:46–63
Maguire EA, Valentine ER, Wilding JM, Kapur N (2003) Routes to remembering: the brains behind superior memory. Nat Neurosci 6:90–95
Mahoney MJ, Avener M (1977) Psychology of the elite athlete: a exploratory study. Cognit Ther Res 1:135–141
Malouin F, Richards CL, Jackson PL, Lafleur MF, Durand A, Doyan J (2007) The kinesthetic and visual imagery questionnaire (KVIQ) for assessing motor imagery in persons with physical disabilities: a reliability and construct validity study. J Neurol Phys Ther 31:20–29
Manto M, Bower JM, Conforto AB, Delgado-Garcia JM, da Guarda SNF, Gerwig M et al (in press) Consensus paper: roles of the cerebellum in motor control: the diversity of ideas on cerebellar involvement in movement. Cerebellum
Martin A, Wiggs CL, Ungerleider LG, Haxby JV (1996) Neural correlates of category-specific knowledge. Nature 379:649–652
Martin M, Jones GV (1998) Generalizing everyday memory: signs and handedness. Mem Cognit 26:193–200
McAvinue LP, Robertson IH (2006) Measuring visual imagery ability: a review. Imagn Cogn Pers 26:191–211
McAvinue LP, Robertson IH (2007) Relationship between visual and motor imagery. Percept Mot Skills 104:823–843
McAvinue LP, Robertson IH (2008) Measuring motor imagery ability: a review. Eur J Cogn Psychol 20:232–251
McAvinue LP, Robertson IH (2009) Motor imagery: a multidimensional ability. J Ment Imag 33:99–120
Meiser T (2011) Much pain, little gain? Paradigm-specific models and methods in experimental psychology. Perspect Psychol Sci 6:183–191
Mellet E, Petit L, Mazoyer B, Denis M, Tzourio N (1998) Reopening the mental imagery debate: lessons from functional anatomy. Neuroimage 8:129–139
Moreau D, Clerc J, Mansy-Dannay A, Guerrien A (2010) Assessing mov ement imagery ability: self-report questionnaires versus performance-based tests. Eur J Psychol 4:93–109
Munzert J, Lorey B, Zentgraf K (2009) Cognitive motor processes: the role of motor imagery in the study of motor representations. Brain Res Rev 60:306–326
Murdock BB (1974) Human memory: theory and data. Wiley, New York
Naito E (1994) Controllability of motor imagery and transformation of visual imagery. Percept Mot Skills 78:479–487
Naito E, Kochiyama T, Kitada R, Nakamura S, Matsumura M, Yonekura Y et al (2002) Internally simulated movement sensations during motor imagery activate cortical motor areas and the cerebellum. J Neurosci 22:3683–3691
Nazir TA, Boulenger V, Roy A, Silber B, Jeannerod M, Paulignan Y (2008) Language-induced motor perturbations during the execution of a reaching movement. Q J Exp Psychol 61:933–943
Neininger B, Pulvermüller F (2001) The right hemisphere’s role in action word processing: a double case study. Neurocase 7:303–317
Nikulin VV, Hohlefeld FU, Jacobs AM, Curio G (2008) Quasi-movements: a novel motorcognitive phenomenon. Neuropsychologia 46:727–742
Nilsson L-G, Kormi-Nouri R (2001) What is the meaning of a memory-systems approach? Comments on Engelkamp. In: Zimmer HD, Cohen RL, Guynn MJ, Engelkamp J, Kormi-Nouri R, Foley MA (eds) Memory for action: a distinct form of episodic memory?, Oxford University Press, New York, pp 136–143
Nishida T, Katube A, Inomata K, Okazawa Y, Ito M, Kayama S et al (1986) A new test for controllability of motor imagery: the examination of its validity and reliability. Jap J Phys Educ 31:13–22
Nyberg L, Petersson KM, Nilsson L-G, Sandblom J, Aberg C, Ingvar M (2001) Reactivation of motor brain areas during explicit memory for actions. Neuroimage 14:521–528
O J, Munroe-Chandler KJ (2008) The effects of image speed on the performance of a soccer task. Sport Psychol 22:1–17
Obayashi S, Suhara T, Kawabe K, Okauchi T, Maeda J, Akine Y et al (2001) Functional brain mapping of monkey tool use. Neuroimage 14:853–861
Oishi K, Maeshima T (2004) Autonomic nervous system activities during motor imagery in elite athletes. J Clin Neurophysiol 21:170–179
Olivetti Belardinelli M, Del Gratta C, Di Matteo R, De Nicola A, Ferretti A, Tartaro A et al (2001) Sensory image generation: a comparison between different sensory modalities with fMRI. Neuroimage 13:S394
Olivetti Belardinelli M, Di Matteo R, Del Gratta C, De Nicola A, Ferretti A, Tartaro A et al (2004) Intermodal sensory image generation: an fMRI analysis. Eur J Cogn Psychol 16:729–752
Olivetti Belardinelli M, Palmiero M, Sestieri C, Nardo D, Di Matteo R, Londei A et al (2009) An fMRI investigation on image generation in different sensory modalities: the influence of vividness. Acta Psychol 132:190–200
Olsson C-J, Jonsson B, Nyberg L (2008) Internal imagery training in active high jumpers. Scand J Psychol 49:133–140
Paivio A (1971) Imagery and verbal processes. Holt, Rinehart, and Winston, New York
Paivio A (1986) Mental representations: a dual coding approach. Oxford University Press, New York
Paivio A (2007) Mind and its evolution: a dual coding theoretical approach. Lawrence Erlbaum Associates, Mawahe
Palmiero M, Olivetti Belardinelli M, Nardo D, Sestieri C, Di Matteo R, D’Ausilio A et al (2009) Mental imagery generation in different modalities activates sensory-motor areas. Cogn Process 10(Suppl 2):S268–S271
Papeo L, Vallesi A, Isaja A, Rumiati RI (2009) Effects of TMS on different stages of motor and non-motor verb processing in the primary motor cortex. PLoS ONE 4:e4508
Parsons LM, Fox PT, Downs JH, Glass T, Hirsch TB, Martin CC et al (1995) Use of implicit motor imagery for visual shape discrimination as revealed by PET. Nature 375:54–58
Penfield W, Rasmussen T (1950) The cerebral cortex of man. Macmillan, New York
Perrig WJ (1988) On the distinction of memory codes: image versus motor encoding. In: Denis M, Engelkamp J, Richardson JTE (eds) Cognitive and neuropsychological approaches to mental imagery, Martinus Nijhoff, Boston
Petersen SE, Fox PT, Posner ML, Mintun M, Raichle ME (1989) Positron emission tomographic studies of single words. J Cogn Neurosci 1:153–170
Porro CA, Francescato MP, Cettolo V, Diamond ME, Baraldi P, Zuiani C et al (1996) Primary motor and sensory cortex activation during motor performance and motor imagery: a functional magnetic resonance imaging study. J Neurosci 16:7688–7698
Pulvermüller F (2005) Brain mechanisms linking language and action. Nat Rev Neurosci 6:576–582
Pulvermüller F, Harle M, Hummel F (2001) Walking or talking?: Behavioral and neurophysiological correlates of action verb processing. Brain Lang 78:143–168
Pulvermüller F, Hauk O, Nikulin VV, Ilmoniemi RJ (2005) Functional links between motor and language systems. Eur J Neurosci 21:793–797
Rao SM, Binder JR, Bandettini PA, Hammeke TA, Yetkin FZ, Jesmanowicz A et al (1993) Functional magnetic resonance imaging aof complex human movements. Neurology 43:2311–2318
Raz A, Packard MG, Alexander GM, Buhle JT, Zhu H, Yu S et al (2009) A slice of π: an exploratory neuroimaging study of digit encoding and retrieval in a superior memorist. Neurocase 15:361–372
Rizzolatti G, Matelli M (2003) Two different streams form the dorsal visual system: anatomy and functions. Exp Brain Res 153:146–157
Roberts R, Callow N, Hardy L, Markland D, Bringer J (2008) Movement imagery ability: development and assessment of a revised version of the vividness of movment imagery questionnaire. J Sport Exerc Psychol 30:200–221
Rosenbaum DA (2005) The Cinderella of psychology: the neglect of motor control in the science of mental life and behavior. Am Psychol 60:308–317
Rueschemeyer S-A, van Rooij D, Lindemann O, Willems R, Bekkering H (2010) The function of words: distinct neural correlates for words denoting differently manipulable objects. J Cogn Neurosci 22:1844–1851
Ryding E, Decety J, Sjoholm H, Stenberg G, Ingvar DH (1993) Motor imagery activates the cerebellum regionally. A SPECT rCBF study with 99mTc-HMPAO. Cogn Brain Res 1:94–99
Sabatinelli D, Lang PJ, Bradley MM, Flaisch T (2006) The neural basis of narrative imagery: emotion and action. Prog Brain Res 156:93–103
Saccuman MC, Cappa SF, Bates EA, Arevalo A, Rosa PD, Danna M et al (2006) The impact of semantic reference on word class: an fMRI study of action and object naming. Neuroimage 32:1865–1878
Saltz E (1988) The role of motoric enactment (M-processing) in memory for words and sentences. In: Grueberg MM, Morris RE, Sykes RN (eds) Practical aspects of memory: current research and issues, Wiley, New York
Shapiro KA, Caramazza A (2003) The representation of grammatical categories in the brain. Trends Cogn Sci 7:201–206
Sheehan PW (1967) A shortened form of Betts’ questionnaire upon mental imagery. Clin Psychol 23:386–389
Shepard RN, Metzler J (1971) Mental rotation of three-dimensional objects. Science 171:701–703
Sirigu A, Duhamel J-R (2001) Motor and visual imagery as two complementary but neurally dissociable mental processes. J Cogn Neurosci 13:910–919
Sirigu A, Duhamel J-R, Cohen L, Pillon B, Dubois B, Agid Y (1996) The mental representation of hand movements after parietal cortex damage. Science 273:1564–1568
Spence JD (1984) The memory palace of Matteo Ricci. Viking Penguin, New York
Stephan KM, Fink GR, Passingham RE, Silbersweig D, Ceballos-Baumann AO, Frith CD et al (1995) Functional anatomy of the mental representation of upper extremity movements in healthy subjects. J Neurophysiol 73(1):373–386
Stoter AJR, Scherder EJA, Kamsma YPT, Mulder T (2008) Rehearsal strategies during motor-sequence learning in old age: execution versus motor imagery. Percept Mot Skills 106:967–978
Szameitat AJ, Shen S, Sterr A (2007) Motor imagery of complex everyday movements: an fMRI study. Neuroimage 34:702–713
Tettamanti M, Buccino G, Saccuman MC, Gallese V, Danna M, Scifo P et al (2005) Listening to action-related sentences activates fronto-parietal motor circuits. J Cogn Neurosci 17:273–281
Timmann D, Daum I (2007) Cerebellar contributions to cognitive functions: a progress report after two decades of research. Cerebellum 6:159–162
Tomasino B, Borroni P, Isaja A, Rumiati RI (2005) The role of the primary motor cortex in mental rotation: a TMS study. Cogn Neuropsychol 22:348–363
Tomasino B, Budai R, Mondani M, Skrap M, Rumiati RI (2005) Mental rotation in a patient with an implanted electrode grid in the motor cortex. Neuroreport 16:1795–1800
Tomasino B, Guatto E, Rumuati RI, Fabbro F (2012) The role of volleyball expertise in motor simulation. Acta Psychol 139:1–6
Tomasino B, Werner CJ, Weiss PH, Fink GR (2007) Stimulus properties matter more than perspective: an fMRI study of mental imagery and silent reading of action phrases. Neuroimage 36:T128–T141
Tulving E (1985) How many memory systems are there? Am Psychol 40:385–398
Tyszka JM, Grafton ST, Chew W, Woods RP, Colletti PM (1994) Parceling of mesial frontal motor areas during ideation and movement using functional magnetic resonance imaging at 1.5 Tesla. Ann Neurol 35:746–749
van Elk M, van Schie HT, Zwaan RA, Bekkering H (2010) The functional role of motor activation in language processing: motor cortical oscillations support lexical-semantic retrieval. Neuroimage 50:665–677
Vandenberg SG, Kuse AR (1978) Mental rotations: a group test of three-dimensional spatial visualization. Percept Mot Skills 47:599–604
Wheaton LA, Hallet M (2007) Ideomotor apraxia: a review. J Neurol Sci 260:1–10
White A, Hardy L (1995) Use of different imagery perspectives on the learning and performance of different motor skills. Br J Psychol 86:169–180
Willems RM, Labruna L, D’Esposito M, Ivry R, Casasanto D (2011) A functional role for the motor system in language understanding: evidence from theta-burst transcranial magnetic stimulation. Psychol Sci 22:849–854
Wilson M (2002) Six views of embodied cognition. Psychon Bull Rev 9:625–636
Windischberger C, Lamm C, Bauer H, Moser E (2003) Human motor cortex activity during mental rotation. Neuroimage 20:225–232
Yates FA (1966) The art of memory. University of Chicago Press, Chicago
Zimmer HD, Saathoff J (1997) The influence of enactment on short-term recognition. Acta Psychol 95:85–95
Zwaan RA, Taylor LJ (2006) Seeing, acting, understanding: motor resonance in language comprehension. J Exp Psychol Gen 135:1–11
Acknowledgments
We thank Chris Westbury for constructive feedback on an earlier version of the manuscript. This research was partly funded by a Discovery grant from the National Science and Engineering Research Council of Canada held by AS.
Author information
Authors and Affiliations
Corresponding author
Rights and permissions
About this article
Cite this article
Madan, C.R., Singhal, A. Motor imagery and higher-level cognition: four hurdles before research can sprint forward. Cogn Process 13, 211–229 (2012). https://doi.org/10.1007/s10339-012-0438-z
Received:
Accepted:
Published:
Issue Date:
DOI: https://doi.org/10.1007/s10339-012-0438-z