Quantifying aphantasia through drawing: Those without visual imagery show deficits in object but not spatial memory
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Abstract
Congenital aphantasia is a recently characterized variation of experience defined by the inability to form voluntary visual imagery, in individuals who are otherwise high performing. Because of this specific deficit to visual imagery, individuals with aphantasia serve as an ideal group for probing the nature of representations in visual memory, particularly the interplay of object, spatial, and symbolic information. Here, we conducted a large-scale online study of aphantasia and revealed a dissociation in object and spatial content in their memory representations. Sixty-one individuals with aphantasia and matched controls with typical imagery studied real-world scene images, and were asked to draw them from memory, and then later copy them during a matched perceptual condition. Drawings were objectively quantified by 2,795 online scorers for object and spatial details. Aphantasic participants recalled significantly fewer objects than controls, with less color in their drawings, and an increased reliance on verbal scaffolding. However, aphantasic participants showed high spatial accuracy equivalent to controls, and made significantly fewer memory errors. These differences between groups only manifested during recall, with no differences between groups during the matched perceptual condition. This object-specific memory impairment in individuals with aphantasia provides evidence for separate systems in memory that support object versus spatial information. The study also provides an important experimental validation for the existence of aphantasia as a variation in human imagery experience.
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On standard experimental measures of memory, people with aphantasia perform normally or show at most mild to moderate impairment.
“On a range of standard experimental measures of memory (short- and long-term, verbal and visual), people with aphantasia perform normally or show, at most, mild to moderate impairment”
From Aphantasia and hyperphantasia: exploring imagery vividness extremes (2024) · cites this paper as [51]
The Results report normal performance on the study’s visual-recognition and spatial-memory measures, while the Discussion reports a selective object-memory impairment that does not eliminate object recall. These findings support part of the claim, but the paper’s drawing and recognition tasks do not establish performance across the stated range of short- and long-term, verbal and visual memory measures, or grade the impairment as mild to moderate (page numbers unavailable). (LLM, conf=0.84)
Experimental — accuracy not yet measuredSpatial accuracy is preserved when people with aphantasia reproduce drawings.
“The finding that spatial accuracy is preserved when people with aphantasia reproduce drawings is consistent with these results [51”
From Aphantasia and hyperphantasia: exploring imagery vividness extremes (2024) · cites this paper as [51]
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Cites
<i>The Brain's Default Network</i>: <i>Anatomy, Function, and Relevance to Disease</i>
Buckner, R. L., Andrews‐Hanna, J. R., & Schacter, D. L. (2008) · Annals of the New York Academy of Sciences · doi:10.1196/annals.1440.011 · Cited by 9,761 · see citing works
A process dissociation framework: Separating automatic from intentional uses of memory
Jacoby, L. (1991) · Journal of Memory and Language · doi:10.1016/0749-596x(91)90025-f · Cited by 3,815 · see citing works
‘What’ and ‘where’ in the human brain
Ungerleider, L. G., & Haxby, J. V. (1994) · Current Opinion in Neurobiology · doi:10.1016/0959-4388(94)90066-3 · Cited by 1,913 · see citing works
Kosslyn, S. M., Ganis, G., & Thompson, W. L. (2001) · Nature Reviews Neuroscience · doi:10.1038/35090055 · Cited by 1,894 · see citing works
Podgorny, P., & Kosslyn, S. M. (1982) · The American Journal of Psychology · doi:10.2307/1422671 · Cited by 1,832 · see citing works
VISUAL IMAGERY DIFFERENCES IN THE RECALL OF PICTURES
MARKS, D. F. (1973) · British Journal of Psychology · doi:10.1111/j.2044-8295.1973.tb01322.x · Cited by 1,778 · see citing works
The future of memory: remembering, imagining, and the brain
Schacter, D. L., Addis, D. R., Hassabis, D., Martin, V. C., Spreng, R. N., & Szpunar, K. K. (2012) · Neuron · doi:10.1016/j.neuron.2012.11.001 · Cited by 1,398 · see citing works
Two cortical systems for memory-guided behaviour
Ranganath, C., & Ritchey, M. (2012) · Nature Reviews Neuroscience · doi:10.1038/nrn3338 · Cited by 1,377 · see citing works
A new neural framework for visuospatial processing
Kravitz, D. J., Saleem, K. S., Baker, C. I., & Mishkin, M. (2011) · Nature Reviews Neuroscience · doi:10.1038/nrn3008 · Cited by 1,325 · see citing works
Self-citationThe imagery debate: Analogue media versus tacit knowledge.
Pylyshyn, Z. W. (1981) · Psychological Review · doi:10.1037/0033-295x.88.1.16 · Cited by 1,099 · 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
The human imagination: the cognitive neuroscience of visual mental imagery
Pearson, J. (2019) · Nature Reviews Neuroscience · doi:10.1038/s41583-019-0202-9 · Cited by 820 · see citing works
Distortions in judged spatial relations
Stevens, A. L., & Coupe, P. (1978) · Cognitive Psychology · doi:10.1016/0010-0285(78)90006-3 · Cited by 739 · see citing works
Memory retrieval and the parietal cortex: a review of evidence from a dual-process perspective.
Vilberg, K. L., & Rugg, M. (2008) · Neuropsychologia · doi:10.1016/j.neuropsychologia.2008.01.004 · Cited by 682 · see citing works
Lives without imagery – Congenital aphantasia
Zeman, A., Dewar, M., & Della Sala, S. (2015) · Cortex · doi:10.1016/j.cortex.2015.05.019 · Cited by 621 · 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
Spontaneous eye movements during visual imagery reflect the content of the visual scene.
Brandt, S. A., & Stark, L. W. (1997) · Journal of Cognitive Neuroscience · doi:10.1162/jocn.1997.9.1.27 · Cited by 522 · see citing works
Visual and spatial mental imagery: Dissociable systems of representation
Farah, M. J., Hammond, K. M., Levine, D. N., & Calvanio, R. (1988) · Cognitive Psychology · doi:10.1016/0010-0285(88)90012-6 · Cited by 509 · see citing works
Shared Neural Mechanisms of Visual Perception and Imagery
Dijkstra, N., Bosch, S., & van Gerven, M. A. J. (2019) · Trends in Cognitive Sciences · doi:10.1016/j.tics.2019.02.004 · Cited by 445 · see citing works
Congenital prosopagnosia: face-blind from birth
Behrmann, M., & Avidan, G. (2005) · Trends in Cognitive Sciences · doi:10.1016/j.tics.2005.02.011 · Cited by 387 · see citing works
Object-spatial imagery: a new self-report imagery questionnaire
Blajenkova, O., Kozhevnikov, M., & Motes, M. A. (2006) · Applied Cognitive Psychology · doi:10.1002/acp.1182 · Cited by 386 · see citing works
Kosslyn, S. M. (2004) · Cognitive Neuropsychology · doi:10.1080/02643290442000130 · Cited by 362 · see citing works
Return of the mental image: are there really pictures in the brain?
Pylyshyn, Z. W. (2003) · Trends in Cognitive Sciences · doi:10.1016/s1364-6613(03)00003-2 · Cited by 355 · see citing works
The blind mind: No sensory visual imagery in aphantasia
Keogh, R., & Pearson, J. (2018) · Cortex · doi:10.1016/j.cortex.2017.10.012 · Cited by 352 · see citing works
Phantasia–The psychological significance of lifelong visual imagery vividness extremes
Zeman, A., Milton, F., Della Sala, S., Dewar, M., Frayling, T., Gaddum, J., Hattersley, A., Heuerman-Williamson, B., Jones, K., MacKisack, M., et al. (2020) · Cortex · doi:10.1016/j.cortex.2020.04.003 · Cited by 336 · see citing works
A cognitive profile of multi-sensory imagery, memory and dreaming in aphantasia
Dawes, A. J., Keogh, R., Andrillon, T., & Pearson, J. (2020) · Scientific Reports · doi:10.1038/s41598-020-65705-7 · Cited by 322 · see citing works
The heterogeneity of mental representation: Ending the imagery debate
Pearson, J., & Kosslyn, S. M. (2015) · Proceedings of the National Academy of Sciences · doi:10.1073/pnas.1504933112 · Cited by 316 · see citing works
Imagery and spatial processes in blindness and visual impairment
Cattaneo, Z., Vecchi, T., Cornoldi, C., Mammarella, I. C., Bonino, D., Ricciardi, E., & Pietrini, P. (2008) · Neuroscience & Biobehavioral Reviews · doi:10.1016/j.neubiorev.2008.05.002 · Cited by 308 · see citing works
Differential Encoding Mechanisms for Subsequent Associative Recognition and Free Recall
Staresina, B. P., & Davachi, L. (2006) · Journal of Neuroscience · doi:10.1523/jneurosci.2877-06.2006 · Cited by 306 · see citing works
I.--STATISTICS OF MENTAL IMAGERY
GALTON, F. (1880) · Mind · doi:10.1093/mind/os-v.19.301 · Cited by 285 · see citing works
Holdstock, J. S., Mayes, A. R., Roberts, N., Cezayirli, E., Isaac, C. L., O'REILLY, R. C., & Norman, K. (2002) · Hippocampus · doi:10.1002/hipo.10011 · Cited by 280 · see citing works
Zeman, A. Z. J., Della Sala, S., Torrens, L. A., Gountouna, V.-E., McGonigle, D. J., & Logie, R. H. (2010) · Neuropsychologia · doi:10.1016/j.neuropsychologia.2009.08.024 · Cited by 273 · see citing works
(2021) · doi:10.1093/texcom/tgab035 · Cited by 270 · see citing works
Disentangling visual imagery and perception of real-world objects
Lee, S.-H., Kravitz, D. J., & Baker, C. I. (2012) · NeuroImage · doi:10.1016/j.neuroimage.2011.10.055 · Cited by 263 · see citing works
Self-citationGalton, F. (2009) · Cited by 258 · see citing works
Clarke, S., Bellmann, A., Meuli, R. A., ASSAL, G., & Steck, A. J. (2000) · Neuropsychologia · doi:10.1016/s0028-3932(99)00141-4 · Cited by 240 · see citing works
Mental Imagery and Visual Working Memory
Keogh, R., & Pearson, J. (2011) · PLoS ONE · doi:10.1371/journal.pone.0029221 · Cited by 226 · see citing works
Mental rotation by the blind: Does mental rotation depend on visual imagery?
Marmor, G. S., & Zaback, L. A. (1976) · Journal of Experimental Psychology Human Perception & Performance · doi:10.1037//0096-1523.2.4.515 · Cited by 223 · see citing works
The role of vision in "visual imagery" experiments: Evidence from the congenitally blind.
Kerr, N. H. (1983) · Journal of Experimental Psychology General · doi:10.1037/0096-3445.112.2.265 · Cited by 199 · see citing works
Visual working memory performance in aphantasia
Jacobs, C., Schwarzkopf, D. S., & Silvanto, J. (2018) · Cortex · doi:10.1016/j.cortex.2017.10.014 · Cited by 198 · see citing works
Staresina, B. P., Duncan, K. D., & Davachi, L. (2011) · Journal of Neuroscience · doi:10.1523/jneurosci.4978-10.2011 · Cited by 194 · see citing works
McKelvie, S. J. (1995) · Journal of Mental Imagery · Cited by 192 · see citing works
Wicken, M., Keogh, R., & Pearson, J. (2021) · Proceedings of the Royal Society B: Biological Sciences · doi:10.1098/rspb.2021.0267 · Cited by 182 · see citing works
Mental Rotation and the Right Hemisphere
Corballis, M. C. (1997) · Brain and Language · doi:10.1006/brln.1997.1835 · Cited by 168 · see citing works
Scanning silence: Mental imagery of complex sounds
Bunzeck, N., Wüstenberg, T., Lutz, K., Heinze, H., & Jäncke, L. (2005) · NeuroImage · doi:10.1016/j.neuroimage.2005.03.013 · Cited by 167 · see citing works
The neural correlates of visual imagery: A co-ordinate-based meta-analysis
Winlove, C. I. P., Milton, F., Ranson, J., Fulford, J., MacKisack, M., Macpherson, F., & Zeman, A. (2018) · Cortex · doi:10.1016/j.cortex.2017.12.014 · Cited by 150 · see citing works
Mental scanning in auditory imagery for songs.
Halpern, A. R. (1988) · Journal of Experimental Psychology Learning Memory and Cognition · doi:10.1037/0278-7393.14.3.434 · Cited by 137 · see citing works
Remembering What But Not Where: Independence of Spatial and Visual Working Memory in the Human Brain
Carlesimo, G. A., Perri, R., Turriziani, P., Tomaiuolo, F., & Caltagirone, C. (2001) · Cortex · doi:10.1016/s0010-9452(08)70591-4 · Cited by 134 · see citing works
Scanning visual images generated from verbal descriptions
Denis, M., & Cocude, M. (1989) · The European Journal of Cognitive Psychology · doi:10.1080/09541448908403090 · Cited by 128 · see citing works
Transformed Neural Pattern Reinstatement during Episodic Memory Retrieval
Xiao, X., Dong, Q., Gao, J., Men, W., Poldrack, R. A., & Xue, G. (2017) · Journal of Neuroscience · doi:10.1523/jneurosci.2324-16.2017 · Cited by 128 · see citing works
Imagery in the congenitally blind: How visual are visual images?
Zimler, J., & Keenan, J. M. (1983) · Journal of Experimental Psychology Learning Memory and Cognition · doi:10.1037//0278-7393.9.2.269 · Cited by 126 · see citing works
The neural correlates of visual mental imagery: An ongoing debate
Bartolomeo, P. (2008) · Cortex · doi:10.1016/j.cortex.2006.07.001 · Cited by 123 · see citing works
Bainbridge, W. A., Hall, E. H., & Baker, C. I. (2018) · Nature Communications · doi:10.1038/s41467-018-07830-6 · Cited by 122 · see citing works
Self-citationTransforming the Concept of Memory Reactivation
Favila, S. E., Lee, H., & Kuhl, B. A. (2020) · Trends in Neurosciences · doi:10.1016/j.tins.2020.09.006 · Cited by 111 · see citing works
Decoding individual natural scene representations during perception and imagery
Johnson, M. R., & Johnson, M. K. (2014) · Frontiers in Human Neuroscience · doi:10.3389/fnhum.2014.00059 · Cited by 105 · see citing works
Greater loss of object than spatial mnemonic discrimination in aged adults
Reagh, Z. M., Ho, H. D., Leal, S. L., Noche, J. A., Chun, A. P., Murray, E. A., & Yassa, M. A. (2015) · Hippocampus · doi:10.1002/hipo.22562 · Cited by 105 · see citing works
Bainbridge, W. A., Hall, E. H., & Baker, C. I. (2020) · Cerebral Cortex · doi:10.1093/cercor/bhaa329 · Cited by 83 · see citing works
Self-citationThe Architect Who Lost the Ability to Imagine: The Cerebral Basis of Visual Imagery
Þórudóttir, S., Sigurdardottir, H. M., Rice, G. E., Kerry, S. J., Robotham, R. J., Leff, A. P., & Starrfelt, R. (2020) · Brain Sciences · doi:10.3390/brainsci10020059 · Cited by 65 · see citing works
(A)phantasia and severely deficient autobiographical memory: Scientific and personal perspectives
Watkins, N. W. (2017) · Cortex · doi:10.1016/j.cortex.2017.10.010 · Cited by 64 · see citing works
Silson, E. H., Gilmore, A. W., Kalinowski, S. E., Steel, A., Kidder, A., Martin, A. D., & Baker, C. I. (2018) · Journal of Neuroscience · doi:10.1523/jneurosci.1219-18.2018 · Cited by 63 · see citing works
Self-citationde Vito, S., & Bartolomeo, P. (2016) · Cortex · doi:10.1016/j.cortex.2015.06.013 · Cited by 62 · see citing works
The Mind's Eye Mapped Onto the Brain's Matter
Behrmann, M. (2000) · Current Directions in Psychological Science · doi:10.1111/1467-8721.00059 · Cited by 60 · see citing works
Wen, D., Chang, N., & Wanielista, M. P. (2020) · Scientific Reports · doi:10.1038/s41598-020-66159-7 · Cited by 50 · see citing works
Botez, M. I., Olivier, M., Vézina, J. L., Botez-Marquard, T., & Kaufman, B. (1985) · Cortex · doi:10.1016/s0010-9452(85)80003-4 · Cited by 42 · see citing works
Brain, R. (1954) · Proceedings of the Royal Society of Medicine · doi:10.1177/003591575404700410 · Cited by 36 · see citing works
Visual recognition memory: A double anatomo‐functional dissociation
Barbeau, E. J., Pariente, J., Félician, O., & Puel, M. (2010) · Hippocampus · doi:10.1002/hipo.20848 · Cited by 35 · see citing works
Spatial processing, mental imagery, and creativity in individuals with and without sight
Eardley, A. F., & Pring, L. (2006) · The European Journal of Cognitive Psychology · doi:10.1080/09541440600591965 · Cited by 26 · see citing works
Self-citationContent Tuning in the Medial Temporal Lobe Cortex: Voxels that Perceive, Retrieve
Schultz, H., Tibon, R., LaRocque, K. F., Gagnon, S. A., Wagner, A. D., & Staresina, B. P. (2019) · eNeuro · doi:10.1523/eneuro.0291-19.2019 · Cited by 23 · see citing works
Behavioral and neural signatures of visual imagery vividness extremes: Aphantasia vs. HyperphantasiaPreprint
Milton, F., Fulford, J., Dance, C., Gaddum, J., Heuerman-Williamson, B., Jones, K., MacKisack, M., Knight, K. F., Winlove, C., & Zeman, A. Z. (2020) · doi:10.31234/osf.io/j2zpn · Cited by 17 · see citing works
Aphantasia, SDAM, and Episodic Memory
Brons, L. L. (2019) · Annals of the Japan Association for Philosophy of Science · doi:10.4288/jafpos.28.0_9 · Cited by 10 · see citing works
Bainbridge, W. A., Hall, E. H., & Baker, C. I. (2019) · bioRxiv (Cold Spring Harbor Laboratory) · doi:10.1101/842120 · Cited by 7 · see citing works
Self-citation
Flagged first, then by citations
Research works printed but not linked: 2
- Bainbridge WA, Hall EH, & Baker CI (2019). Highly diagnostic and detailed content of visual memory revealed during free recall of real-world scenes. Nature Communications 10, 5. PMC6315028 30602785
- Farah MJ, & Hammond KM (1988). Visual and spatial mental imagery: Dissociable systems of representations. Cognitive Psychology 20, 439– 462. 3191667
Cited by
Sorted by citations
Phantasia–The psychological significance of lifelong visual imagery vividness extremes
Zeman, A., Milton, F., Della Sala, S., Dewar, M., Frayling, T., Gaddum, J., Hattersley, A., Heuerman-Williamson, B., Jones, K., MacKisack, M., et al. (2020) · Cortex · doi:10.1016/j.cortex.2020.04.003 · Cited by 336 · see citing works
(2021) · doi:10.1093/texcom/tgab035 · Cited by 270 · see citing works
Pounder, Z., Jacob, J., Evans, S., Loveday, C., Eardley, A. F., & Silvanto, J. (2022) · Cortex · doi:10.1016/j.cortex.2021.12.010 · Cited by 168 · see citing works
Self-citationThe prevalence of aphantasia (imagery weakness) in the general population
Dance, C. J., Ipser, A., & Simner, J. (2022) · Consciousness and Cognition · doi:10.1016/j.concog.2021.103243 · Cited by 167 · see citing works
Aphantasia and hyperphantasia: exploring imagery vividness extremes
Zeman, A. (2024) · Trends in Cognitive Sciences · doi:10.1016/j.tics.2024.02.007 · Cited by 148 · see citing works
Memories with a blind mind: Remembering the past and imagining the future with aphantasia
Dawes, A. J., Keogh, R., Robuck, S., & Pearson, J. (2022) · Cognition · doi:10.1016/j.cognition.2022.105192 · Cited by 130 · see citing works
Visual working memory in aphantasia: Retained accuracy and capacity with a different strategy
Keogh, R., Wicken, M., & Pearson, J. (2021) · Cortex · doi:10.1016/j.cortex.2021.07.012 · Cited by 119 · see citing works
Aphantasia: In search of a theory
Blomkvist, A. (2022) · Mind & Language · doi:10.1111/mila.12432 · Cited by 109 · see citing works
Drawing as a versatile cognitive tool
Fan, J. E., Bainbridge, W. A., Chamberlain, R., & Wammes, J. D. (2023) · Nature Reviews Psychology · doi:10.1038/s44159-023-00212-w · Cited by 106 · see citing works
Self-citationWhat is the relationship between Aphantasia, Synaesthesia and Autism?
Dance, C. J., Jaquiery, M., Eagleman, D. M., Porteous, D., Zeman, A., & Simner, J. (2021) · Consciousness and Cognition · doi:10.1016/j.concog.2021.103087 · Cited by 89 · see citing works
Liu, J., & Bartolomeo, P. (2023) · Cortex · doi:10.1016/j.cortex.2023.06.003 · Cited by 74 · see citing works
Defining and ‘diagnosing’ aphantasia: Condition or individual difference?
Blomkvist, A., & Marks, D. F. (2023) · Cortex · doi:10.1016/j.cortex.2023.09.004 · Cited by 67 · see citing works
Untying the knot: imagination, perception and their neural substrates
Cavedon‐Taylor, D. (2021) · Synthese · doi:10.1007/s11229-021-03110-x · Cited by 56 · see citing works
Insights into embodied cognition and mental imagery from aphantasia
Muraki, E. J., Speed, L. J., & Pexman, P. M. (2023) · Nature Reviews Psychology · doi:10.1038/s44159-023-00221-9 · Cited by 56 · see citing works
Mental imagery: pulling the plug on perceptualism
Cavedon‐Taylor, D. (2021) · Philosophical Studies · doi:10.1007/s11098-021-01628-x · Cited by 52 · see citing works
Palermo, L., Boccia, M., Piccardi, L., & Nori, R. (2022) · Consciousness and Cognition · doi:10.1016/j.concog.2022.103360 · Cited by 51 · see citing works
Hippocampal-occipital connectivity reflects autobiographical memory deficits in aphantasia
Monzel, M., Leelaarporn, P., Lutz, T., Schultz, J., Brunheim, S., Reuter, M., & McCormick, C. (2024) · eLife · doi:10.7554/elife.94916 · Cited by 68 · see citing works
Königsmark, V., Bergmann, J., & Reeder, R. (2021) · Cortex · doi:10.1016/j.cortex.2021.05.007 · Cited by 50 · see citing works
Kay, L., Keogh, R., & Pearson, J. (2024) · Consciousness and Cognition · doi:10.1016/j.concog.2024.103694 · Cited by 49 · see citing works
Aphantasia and involuntary imagery
Krempel, R., & Monzel, M. (2024) · Consciousness and Cognition · doi:10.1016/j.concog.2024.103679 · Cited by 49 · see citing works
Takahashi, J., Saito, G., Omura, K., Yasunaga, D., Sugimura, S., Sakamoto, S., Horikawa, T., & Gyoba, J. (2023) · Frontiers in Psychology · doi:10.3389/fpsyg.2023.1174873 · Cited by 41 · see citing works
Dance, C. J., Hole, G., & Simner, J. (2023) · Cortex · doi:10.1016/j.cortex.2023.06.015 · Cited by 40 · see citing works
Perceived and mentally rotated contents are differentially represented in cortical depth of V1
Iamshchinina, P., KAISER, D. H., Yakupov, R., Haenelt, D., Sciarra, A., Mattern, H., Lüesebrink, F., Düzel, E., Speck, O., Weiskopf, N., et al. (2021) · Communications Biology · doi:10.1038/s42003-021-02582-4 · Cited by 37 · see citing works
Arcangeli, M. (2023) · Synthese · doi:10.1007/s11229-022-04027-9 · Cited by 36 · see citing works
Keogh, R., & Pearson, J. (2024) · Neuroscience Research · doi:10.1016/j.neures.2024.01.008 · Cited by 37 · see citing works
Reeder, R., Pounder, Z., Figueroa, A., Jüllig, A., & Azañón, E. (2024) · Cognition · doi:10.1016/j.cognition.2024.105907 · Cited by 37 · see citing works
Self-citationAphantasia as imagery blindsight
Michel, M., Morales, J., Block, N. J., & Lau, H. C. (2024) · Trends in Cognitive Sciences · doi:10.1016/j.tics.2024.11.002 · Cited by 34 · see citing works
Hidden Differences in Phenomenal Experience
Lupyan, G., Uchiyama, R., Thompson, B., & Casasanto, D. J. (2023) · Cognitive Science · doi:10.1111/cogs.13239 · Cited by 33 · see citing works
What about “space” is important for episodic memory?
Fan, C. L., Sokolowski, H. M., Rosenbaum, R. S., & Levine, B. (2023) · Wiley Interdisciplinary Reviews Cognitive Science · doi:10.1002/wcs.1645 · Cited by 29 · see citing works
Beran, M. J., James, B. T., French, K., Haseltine, E. L., & Kleider-Offutt, H. M. (2023) · Consciousness and Cognition · doi:10.1016/j.concog.2023.103548 · Cited by 30 · see citing works
Metacognitive Awareness and the Subjective Experience of Remembering in Aphantasia
Siena, M. J., & Simons, J. S. (2024) · Journal of Cognitive Neuroscience · doi:10.1162/jocn_a_02120 · Cited by 46 · see citing works
Working memory signals in early visual cortex are present in weak and strong imagers
Weber, S., Christophel, T. B., Görgen, K., Soch, J., & Haynes, J. (2024) · Human Brain Mapping · doi:10.1002/hbm.26590 · Cited by 40 · see citing works
Cognitive strengths in neurodevelopmental disorders, conditions and differences: A critical review
Maw, K., Beattie, G. W., & Burns, E. J. (2024) · Neuropsychologia · doi:10.1016/j.neuropsychologia.2024.108850 · Cited by 33 · see citing works
Are There Unconscious Visual Images in Aphantasia? Development of an Implicit Priming Paradigm
Purkart, R., Delem, M., Ranson, V., Andrey, C., Versace, R., Cavalli, E., & Plancher, G. (2024) · Cognition · doi:10.1016/j.cognition.2024.106059 · Cited by 30 · see citing works
A tutorial on capturing mental representations through drawing and crowd-sourced scoring
Bainbridge, W. A. (2021) · Behavior Research Methods · doi:10.3758/s13428-021-01672-9 · Cited by 29 · see citing works
Self-citationSpatial transformation in mental rotation tasks in aphantasia
Zhao, B.-L., Sala, S. D., Zeman, A., & Gherri, E. (2022) · Psychonomic Bulletin & Review · doi:10.3758/s13423-022-02126-9 · Cited by 25 · see citing works
Monzel, M., Karneboge, J., & Reuter, M. (2024) · Biomarkers in Neuropsychiatry · doi:10.1016/j.bionps.2024.100106 · Cited by 23 · see citing works
Aphantasia and autism: An investigation of mental imagery vividness
King, R., Buxton, H., & Tyndall, I. (2024) · Consciousness and Cognition · doi:10.1016/j.concog.2024.103749 · Cited by 23 · see citing works
Bainbridge, W. A., Kwok, W. Y., & Baker, C. (2020) · Memory & Cognition · doi:10.3758/s13421-021-01180-3 · Cited by 19 · see citing works
Self-citationPatterns of episodic content and specificity predicting subjective memory vividness
Cooper, R. A., & Ritchey, M. (2022) · Memory & Cognition · doi:10.3758/s13421-022-01291-5 · Cited by 21 · see citing works
Deep Aphantasia: a visual brain with minimal influence from priors or inhibitory feedback?
Bouyer, L. N., & Arnold, D. H. (2024) · Frontiers in Psychology · doi:10.3389/fpsyg.2024.1374349 · Cited by 21 · see citing works
Bergmann, J., & Ortiz-Tudela, J. (2023) · Neuroscience & Biobehavioral Reviews · doi:10.1016/j.neubiorev.2023.105335 · Cited by 20 · see citing works
Monzel, M., Handlogten, J., & Reuter, M. (2024) · Cognition · doi:10.1016/j.cognition.2024.105732 · Cited by 22 · see citing works
Cavedon‐Taylor, D. (2022) · Frontiers in Psychology · doi:10.3389/fpsyg.2022.822989 · Cited by 19 · see citing works
Dando, C. J., Nahouli, Z., Hart, A., & Pounder, Z. (2023) · Royal Society Open Science · doi:10.1098/rsos.231007 · Cited by 17 · see citing works
Self-citationMental imagery and visual attentional templates: A dissociation
Cabbai, G., Brown, C. R. H., Dance, C., Simner, J., & Forster, S. (2023) · Cortex · doi:10.1016/j.cortex.2023.09.014 · Cited by 16 · see citing works
Mental Simulations and Action Language Are Impaired in Individuals with Aphantasia
Dupont, W., Papaxanthis, C., Lebon, F., & Madden-Lombardi, C. (2023) · Journal of Cognitive Neuroscience · doi:10.1162/jocn_a_02084 · Cited by 16 · see citing works
Decreased associative processing and memory confidence in aphantasiaPreprint
Wittmann, B. C., & Şatırer, Y. (2022) · Learning & Memory · doi:10.1101/lm.053610.122 · Cited by 19 · see citing works
Cabbai, G., Dance, C., Dienes, Z. P., Simner, J., Forster, S., & Lush, P. (2024) · Collabra Psychology · doi:10.1525/collabra.92941 · Cited by 15 · see citing works
Mudrik, L., Hirschhorn, R., & Korisky, U. (2024) · Neuron · doi:10.1016/j.neuron.2024.03.031 · Cited by 18 · see citing works
Behavioral and neural signatures of visual imagery vividness extremes: Aphantasia vs. HyperphantasiaPreprint
Milton, F., Fulford, J., Dance, C., Gaddum, J., Heuerman-Williamson, B., Jones, K., MacKisack, M., Knight, K. F., Winlove, C., & Zeman, A. Z. (2020) · doi:10.31234/osf.io/j2zpn · Cited by 17 · see citing works
Episodic memory without autonoetic consciousness
Brigard, F. D. (2024) · Philosophical Transactions of the Royal Society B Biological Sciences · doi:10.1098/rstb.2023.0410 · Cited by 14 · see citing works
Improving face identification of mask-wearing individuals
Manley, K. D., Chan, J. C. K., & Wells, G. L. (2022) · Cognitive Research Principles and Implications · doi:10.1186/s41235-022-00369-7 · Cited by 14 · see citing works
Is cognitive control of perception and action via attentional focus moderated by motor imagery?
Bazgir, B., Shamseddini, A., Hogg, J. A., Ghadiri, F., Bahmani, M., & Diekfuss, J. A. (2023) · BMC Psychology · doi:10.1186/s40359-023-01047-z · Cited by 13 · see citing works
Physics versus graphics as an organizing dichotomy in cognition
Balaban, H., & Ullman, T. D. (2025) · Trends in Cognitive Sciences · doi:10.1016/j.tics.2025.05.003 · Cited by 13 · see citing works
Friedlander, K. J., Lenton, F. H., & Fine, P. A. (2022) · Psychology of Aesthetics Creativity and the Arts · doi:10.1037/aca0000520 · Cited by 13 · see citing works
Towards a Predictive Bio-Inspired Navigation Model
Gay, S. L., Run, K. L., Pissaloux, E. E., Romeo, K., & Lecomte, C. (2021) · Information · doi:10.3390/info12030100 · Cited by 13 · see citing works
Phantasia, aphantasia, and hyperphantasia: Empirical data and conceptual considerations
Larner, A. J., Leff, A. P., & Nachev, P. (2024) · Neuroscience & Biobehavioral Reviews · doi:10.1016/j.neubiorev.2024.105819 · Cited by 13 · see citing works
A generative adversarial model of intrusive imagery in the human brain
Cushing, C. A., Dawes, A. J., Hofmann, S. G., Lau, H. C., LeDoux, J. E., & Taschereau‐Dumouchel, V. (2023) · PNAS Nexus · doi:10.1093/pnasnexus/pgac265 · Cited by 12 · see citing works
Visuo-spatial imagery in dreams of congenitally and early blind: a systematic review
Ilić, K., Bertani, R., Lapteva, N., Drakatos, P., Delogu, A., Raheel, K., Soteriou, M., Mutti, C., Steier, J. S., Carmichael, D. W., et al. (2023) · Frontiers in Integrative Neuroscience · doi:10.3389/fnint.2023.1204129 · Cited by 12 · see citing works
Furman, M., Fleitas-Rumak, P., López-Segura, P., Furman, M., Tafet, G. E., de Erausquin, G. A., & Ortiz, T. (2022) · Neurocase · doi:10.1080/13554794.2022.2122848 · Cited by 11 · see citing works
Humbert‐Droz, S., & Vazard, J. (2023) · The Philosophical Quarterly · doi:10.1093/pq/pqad116 · Cited by 11 · see citing works
Hall, E. H., Bainbridge, W. A., & Baker, C. I. (2021) · Memory · doi:10.1080/09658211.2021.2010761 · Cited by 12 · see citing works
Self-citationThe relationship between interactive-imagery instructions and association memory
Thomas, J. J., Ayuno, K. C., Kluger, F. E., & Caplan, J. B. (2022) · Memory & Cognition · doi:10.3758/s13421-022-01347-6 · Cited by 11 · see citing works
Delem, M., Turkben, S., Cavalli, E., Cousineau, D., & Plancher, G. (2025) · Neuropsychologia · doi:10.1016/j.neuropsychologia.2025.109279 · Cited by 11 · see citing works
Imagery-related eye movements in 3D space depend on individual differences in visual object imagery
Chiquet, S., Martarelli, C., & Mast, F. W. (2022) · Scientific Reports · doi:10.1038/s41598-022-18080-4 · Cited by 10 · see citing works
Pounder, Z., Eardley, A. F., Loveday, C., & Evans, S. (2024) · PLoS ONE · doi:10.1371/journal.pone.0300219 · Cited by 10 · see citing works
Self-citationKvamme, T. L., Monzel, M., Nagai, Y., & Silvanto, J. (2026) · Neuropsychologia · doi:10.1016/j.neuropsychologia.2026.109368 · Cited by 12 · see citing works
Scholz, C. O., Monzel, M., Kvamme, T., Liu, J.-H., & Silvanto, J. (2026) · Neuropsychologia · doi:10.1016/j.neuropsychologia.2026.109401 · Cited by 8 · see citing works
Predictive processing and perception: What does imagining have to do with it?
Cavedon‐Taylor, D. (2022) · Consciousness and Cognition · doi:10.1016/j.concog.2022.103419 · Cited by 9 · see citing works
Restoration of Dimensions for Ancient Drawing Recognition
Rim, K., Kim, P., Ko, H., Bae, K.-T., & Kwon, T.-G. (2021) · Electronics · doi:10.3390/electronics10182269 · Cited by 8 · see citing works
A Systematic Review of Aphantasia: Concept, Measurement, Neural Basis, and Theory Development
Jin, F., Hsu, S., & Li, Y. (2024) · Vision · doi:10.3390/vision8030056 · Cited by 9 · see citing works
Phillips, I. B. (2025) · Noûs · doi:10.1111/nous.12551 · Cited by 8 · see citing works
Working memory signals in early visual cortex do not depend on visual imageryPreprint
Weber, S., Christophel, T. B., Görgen, K., Soch, J., & Haynes, J. (2023) · bioRxiv (Cold Spring Harbor Laboratory) · doi:10.1101/2023.02.13.528298 · Cited by 8 · see citing works
Hippocampal-occipital connectivity reflects autobiographical memory deficits in aphantasiaPreprint
Monzel, M., Leelaarporn, P., Lutz, T., Schultz, J., Brunheim, S., Reuter, M., & McCormick, C. (2023) · bioRxiv (Cold Spring Harbor Laboratory) · doi:10.1101/2023.08.11.552915 · Cited by 7 · see citing works
Baade, L., Kartsonaki, E., Khosravi, H., & Lawrie, G. A. (2024) · Chemistry Education Research and Practice · doi:10.1039/d4rp00234b · Cited by 9 · see citing works
A FRAMEWORK FOR UNDERSTANDING MENTAL IMAGERY IN DESIGN COGNITION RESEARCH
Macfie, R., Hay, L., & Rodgers, P. A. (2023) · Proceedings of the Design Society · doi:10.1017/pds.2023.18 · Cited by 6 · see citing works
Evaluation of a Visual Cognitive Style in Autism: A Cluster Analysis
Bled, C., Guillon, Q., Mottron, L., Soulières, I., & Bouvet, L. (2024) · Journal of Autism and Developmental Disorders · doi:10.1007/s10803-024-06616-8 · Cited by 6 · see citing works
Kumar, A. A., Lundin, N. B., & Jones, M. N. (2025) · Journal of Memory and Language · doi:10.1016/j.jml.2024.104606 · Cited by 6 · see citing works
Mantegna, F., Olivetti, E., Schwedhelm, P., & Baldauf, D. (2025) · NeuroImage · doi:10.1016/j.neuroimage.2025.121171 · Cited by 6 · see citing works
Vision matters for shape representation: Evidence from sculpturing and drawing in the blind
Tian, S., Chen, L., Wang, X., Li, G., Fu, Z., Ji, Y., Lu, J., Wang, X., Shan, S., & Bi, Y. (2024) · Cortex · doi:10.1016/j.cortex.2024.02.016 · Cited by 6 · see citing works
Drawings reveal changes in object memory, but not spatial memory, across time
Megla, E. E., Rosenthal, S. R., & Bainbridge, W. A. (2024) · Cognition · doi:10.1016/j.cognition.2024.105988 · Cited by 6 · see citing works
Self-citationVerdú, M. M., Ferreira-Sánchez, M. D. R., Martín‐Casas, P., & Atín-Arratibel, M. D. L. Á. (2023) · Disability and Rehabilitation · doi:10.1080/09638288.2023.2185688 · Cited by 5 · see citing works
Simulation in the ‘Blind’ mind: Examining unconscious mental imagery in aphantasia
Muraki, E. J., & Pexman, P. M. (2025) · Neuropsychologia · doi:10.1016/j.neuropsychologia.2025.109218 · Cited by 5 · see citing works
The neural underpinnings of aphantasia: a case study of identical twins
Megla, E. E., Prasad, D., & Bainbridge, W. A. (2025) · Cerebral Cortex · doi:10.1093/cercor/bhaf192 · Cited by 6 · see citing works
Self-citationMonzel, M., Scholz, C. O., Pearson, J., & Reuter, M. (2025) · Behavior Research Methods · doi:10.3758/s13428-025-02780-6 · Cited by 7 · see citing works
Stronger Short-Term Memory, Larger Hippocampi and Area V1 in People with High VVIQ Scores
Marks, D. F. (2025) · Vision · doi:10.3390/vision9030053 · Cited by 4 · see citing works
Effects of Immersion and Embodiment on Memory in Virtual Reality
Bampouni, E., Ahmad, A., Xi, N., Legaki, N.-Z., & Hamari, J. (2024) · International Academic Mindtrek Conference (Mindtrek) · doi:10.1145/3681716.3681724 · Cited by 5 · see citing works
Sheng, H., Wilder, J., & Walther, D. B. (2021) · PLoS ONE · doi:10.1371/journal.pone.0258376 · Cited by 5 · see citing works
Simner, J., & Dance, C. (2022) · Cortex · doi:10.1016/j.cortex.2022.04.013 · Cited by 5 · see citing works
Sustained neural representations of personally familiar people and places during cued recall
Corriveau, A., Kidder, A., Teichmann, L., Wardle, S. G., & Baker, C. I. (2022) · Cortex · doi:10.1016/j.cortex.2022.08.014 · Cited by 5 · see citing works
Self-citationVisual imagery and STEM occupational attainment: Gender mattersPreprint
Sokolowski, H. M., Yeung, R. C., Yu, J.-C., Fan, C. L., Daker, R. J., Lyons, I. M., Zeman, A., Abdi, H., & Levine, B. (2026) · Personality and Individual Differences · doi:10.31234/osf.io/c5uey · Cited by 5 · see citing works
Visual imagery and STEM occupational attainment: Gender matters
Sokolowski, H. M., Yeung, R. C., Yu, J., Fan, C. L., Daker, R. J., Lyons, I. M., Zeman, A. Z., Abdi, H., & Levine, B. (2025) · Personality and Individual Differences · doi:10.1016/j.paid.2025.113552 · Cited by 4 · see citing works
State‐of‐the‐art Report in Sketch Processing
Liu, C., & Bessmeltsev, M. (2025) · Computer Graphics Forum · doi:10.1111/cgf.70079 · Cited by 4 · see citing works
Multimodal mental comparisons in those with and without aphantasia
Suggate, S. P., Milton, F., & Tree, J. J. (2026) · Neuropsychologia · doi:10.1016/j.neuropsychologia.2026.109373 · Cited by 10 · see citing works
Reinstating location improves mnemonic access but not fidelity of visual mental representations
Martarelli, C., Ovalle-Fresa, R., Popic, D., Globig, L. K., & Rothen, N. (2022) · Cortex · doi:10.1016/j.cortex.2022.08.003 · Cited by 4 · see citing works
Visual free recall and recognition in art students and laypeople
Děchtěrenko, F., Bainbridge, W. A., & Lukavský, J. (2024) · Memory & Cognition · doi:10.3758/s13421-024-01607-7 · Cited by 4 · see citing works
Self-citationDefending the episodic memory account of aphantasia
Blomkvist, A. (2025) · Trends in Cognitive Sciences · doi:10.1016/j.tics.2025.01.011 · Cited by 4 · see citing works
Aphantasie et hypnose : une étude exploratoire
Collignon, G., Évrard, R., Adam, V. S., & Bazan, A. (2022) · L Évolution Psychiatrique · doi:10.1016/j.evopsy.2022.07.007 · Cited by 4 · see citing works
Kavanagh, D. J., Teixeira, H. M., Connolly, J., Andrade, J., May, J., Godfrey, S., Carroll, A., Taylor, K., & Connor, J. P. (2020) · British Journal of Health Psychology · doi:10.1111/bjhp.12422 · Cited by 4 · see citing works
- Authors
- Bainbridge, W. A., Pounder, Z., Eardley, A. F., & Baker, C. I.
- Affiliations
- University of Chicago (US)
- University of Westminster (GB)
- National Institutes of Health (US)
- Corresponding author
- Bainbridge, Wilma A.
- Venue
- Cortex
- Publisher
- Elsevier BV
- Published
- 2021-02
- Volume
- 135
- Pages
- 159-172
- ISSN
- 0010-9452 (ISSN-L)
- PMC
- PMC7856239
- OpenAlex
- W3110992931
- Cited by
- 195
- References
- 71
- Citations by year
- 2026: 49 · 2025: 37 · 2024: 40 · 2023: 30 · 2022: 21 · 2021: 15 · 2020: 3
- FWCI
- 9.27
- Type
- journal article
- Language
- en
- Open access
- green
- doi.org
- Locations
- Cortex (publishedVersion)
- bioRxiv (Cold Spring Harbor Laboratory) (acceptedVersion)
- PubMed (publishedVersion)
- PubMed Central (acceptedVersion)
- OSF Preprints (OSF Preprints) (submittedVersion)
- Funders
- National Institute of Mental Health
- Topics
- Life Sciences › Neuroscience › Cognitive Neuroscience › Memory Processes and Influences
- Life Sciences › Neuroscience › Cognitive Neuroscience › Visual perception and processing mechanisms
- Physical Sciences › Engineering › Automotive Engineering › Spatial Cognition and Navigation
- Keywords
- aphantasia, visual imagery, visual memory, object memory, spatial memory, drawing from memory, memory representation, verbal scaffolding, color recall, memory errors
- MeSH terms
- Humans, Imagination, Perceptual Disorders, Mental Recall, Visual Perception, Imagery, Psychotherapy, Spatial Memory
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