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Reconstructing Spatio-Temporal Trajectories of Visual Object Memories in the Human Brain

View ORCID ProfileJulia Lifanov, View ORCID ProfileBenjamin J. Griffiths, View ORCID ProfileJuan Linde-Domingo, View ORCID ProfileCatarina S. Ferreira, View ORCID ProfileMartin Wilson, View ORCID ProfileStephen D. Mayhew, View ORCID ProfileIan Charest, View ORCID ProfileMaria Wimber
doi: https://doi.org/10.1101/2022.12.15.520591
Julia Lifanov
1School of Psychology and Centre for Human Brain Health (CHBH), University of Birmingham, Birmingham, United Kingdom
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  • For correspondence: maria.wimber@glasgow.ac.uk jxl1118@alumni.bham.ac.uk
Benjamin J. Griffiths
1School of Psychology and Centre for Human Brain Health (CHBH), University of Birmingham, Birmingham, United Kingdom
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Juan Linde-Domingo
2Research Group Adaptive Memory and Decision Making, Max Planck Institute for Human Development, Berlin, Germany
3Center for Adaptive Rationality, Max Planck Institute for Human Development, Berlin, Germany
4Max Planck Dahlem Campus of Cognition, Max Planck Institute for Human Development, Berlin, Germany
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Catarina S. Ferreira
1School of Psychology and Centre for Human Brain Health (CHBH), University of Birmingham, Birmingham, United Kingdom
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Martin Wilson
1School of Psychology and Centre for Human Brain Health (CHBH), University of Birmingham, Birmingham, United Kingdom
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Stephen D. Mayhew
1School of Psychology and Centre for Human Brain Health (CHBH), University of Birmingham, Birmingham, United Kingdom
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Ian Charest
5Département de Psychologie, Université de Montréal, Montréal, Quebec, Canada
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Maria Wimber
1School of Psychology and Centre for Human Brain Health (CHBH), University of Birmingham, Birmingham, United Kingdom
6School of Psychology & Neuroscience and Centre for Cognitive Neuroimaging (CCNi), University of Glasgow, Glasgow, United Kingdom
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  • For correspondence: maria.wimber@glasgow.ac.uk jxl1118@alumni.bham.ac.uk
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Abstract

Our understanding of how information unfolds when we recall events from memory remains limited. In this study, we investigate whether the reconstruction of visual object memories follows a backward trajectory along the ventral visual stream with respect to perception, such that their neural feature representations are gradually reinstated from late areas close to the hippocampus backwards to lower-level sensory areas. We use multivariate analyses of fMRI activation patterns to map the constituent features of the object memories onto the brain during retrieval, and EEG-fMRI fusion to track the temporal evolution of the reactivated patterns. Participants studied new associations between verbs and randomly paired object images in an encoding phase, and subsequently recalled the objects when presented with the corresponding verb cue. Decoding reactivated memory features from fMRI activity revealed that retrieval patterns were dominated by conceptual features, represented in comparatively late visual and parietal areas. Representational-similarity-based fusion then allowed us to map the EEG patterns that emerged at each given time point of a trial onto the spatially resolved fMRI patterns. This fusion suggests that memory reconstruction proceeds backwards along the ventral visual stream from anterior fronto-temporal to posterior occipital and parietal regions, in line with a semantic-to-perceptual gradient. A linear regression on the peak time points of reactivated brain regions statistically confirms that the temporal progression is reversed with respect to encoding. Together, the results shed light onto the spatio-temporal trajectories along which memories are reconstructed during associative retrieval, and which features of an image are reconstructed when in time and where in the brain.

Competing Interest Statement

The authors have declared no competing interest.

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The copyright holder for this preprint is the author/funder, who has granted bioRxiv a license to display the preprint in perpetuity. It is made available under a CC-BY-NC-ND 4.0 International license.
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Posted December 15, 2022.
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Reconstructing Spatio-Temporal Trajectories of Visual Object Memories in the Human Brain
Julia Lifanov, Benjamin J. Griffiths, Juan Linde-Domingo, Catarina S. Ferreira, Martin Wilson, Stephen D. Mayhew, Ian Charest, Maria Wimber
bioRxiv 2022.12.15.520591; doi: https://doi.org/10.1101/2022.12.15.520591
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Reconstructing Spatio-Temporal Trajectories of Visual Object Memories in the Human Brain
Julia Lifanov, Benjamin J. Griffiths, Juan Linde-Domingo, Catarina S. Ferreira, Martin Wilson, Stephen D. Mayhew, Ian Charest, Maria Wimber
bioRxiv 2022.12.15.520591; doi: https://doi.org/10.1101/2022.12.15.520591

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