Objective Declarative memory is fundamentally relational. We not only remember things or events, but also whether and how they are related to each other. Cracking the mental code that supports relational memory is one of the greatest challenges of cognitive neuroscience. Here I suggest that memories are relationally encoded through an attentional repertoire, such that different types of conceptual relationships (before/after, bigger than, part of, caused by, etc.) correspond to different dynamic attentional patterns. Such an attentional code is largely decodable from eye-movement and embodies the structure of our relational knowledge. I provide preliminary data showing that spontaneous eye movements encode conceptual similarity, as well as conceptual relationships, in abstract semantic spaces and cognitive maps; and that the eye movements of different people synchronize while listening to the same narrative even if their eyes are closed. On this basis I hypothesize that: (i) structural knowledge in the form of low-dimensional schemas is encoded in attentional templates that support relational thinking and cross-domain generalization; (ii) in principle all conceptual relationships encoded in memory can be represented through an attentional code that can be decoded from eye movements; (iii) the construction of this code through sequential movements of attention is supported by hippocampal/parietal mechanisms for sequence generation and memory consolidation; (iv) this attentional code allows us to understand each other via inter-subject synchronization of attentional schemas. I will test these hypotheses using cutting-edge eye-tracking technology, multimodal neuroimaging (fMRI, MEG, iEEG) and deep neural networks. ATCOM is a high-risk/high-gain investigation of a novel groundbreaking hypothesis that, if correct, will have a long-lasting impact in cognitive neuroscience, artificial intelligence, and related fields, reshaping the way we think about memory. Fields of science natural sciencesbiological sciencesneurobiologycognitive neurosciencenatural sciencescomputer and information sciencesartificial intelligencecomputational intelligence Keywords Memory eye movements attention relational knowledge cognitive maps hippocampus Programme(s) HORIZON.1.1 - European Research Council (ERC) Main Programme Topic(s) ERC-2023-COG - ERC CONSOLIDATOR GRANTS Call for proposal ERC-2023-COG See other projects for this call Funding Scheme HORIZON-ERC - HORIZON ERC Grants Host institution UNIVERSITA DEGLI STUDI DI TRENTO Net EU contribution € 1 999 358,00 Address VIA CALEPINA 14 38122 Trento Italy See on map Region Nord-Est Provincia Autonoma di Trento Trento Activity type Higher or Secondary Education Establishments Links Contact the organisation Opens in new window Website Opens in new window Participation in EU R&I programmes Opens in new window HORIZON collaboration network Opens in new window Total cost € 1 999 358,00 Beneficiaries (1) Sort alphabetically Sort by Net EU contribution Expand all Collapse all UNIVERSITA DEGLI STUDI DI TRENTO Italy Net EU contribution € 1 999 358,00 Address VIA CALEPINA 14 38122 Trento See on map Region Nord-Est Provincia Autonoma di Trento Trento Activity type Higher or Secondary Education Establishments Links Contact the organisation Opens in new window Website Opens in new window Participation in EU R&I programmes Opens in new window HORIZON collaboration network Opens in new window Total cost € 1 999 358,00