Abstract: The brain codes continuous spatial, temporal, and sensory changes in daily experience. Recent studies suggest the brain also tracks experience as segmented subdivisions (events), but the neural basis for encoding events remains unclear. Here, I present our recent advances to understand the encoding of distinct events at the single cell level. We designed a novel maze task for mice which permitted the isolation of neural signals tracking “events” as abstract and discrete entities, separate from sensory changes. This maze task was composed of 4 materially indistinguishable lap events. Using this maze, we reported hippocampal CA1 neurons whose activity was modulated not only by spatial location, but also lap number. These “event-specific rate remapping” (ESR) cells remain lap-specific even when the maze length was unpredictably altered within trials, suggesting ESR cells treated lap events as fundamental units. The activity pattern of ESR cells was reused to represent lap events when the maze geometry was altered from square to circle, suggesting it helped transfer knowledge between experiences. ESR activity was separately manipulable from spatial activity, and may therefore constitute an independent hippocampal code: an “event code” dedicated to organizing experience by events as discrete and transferable units. The implications of this event code from the philosophy of Descartes to the solutions to Gridworld problems will be discussed.  

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