Latent variable model with jumps reveals rich dynamics in hippocampal activity during immobility
Zheyang (Sam) Zheng, Isabel Garon, Ipshita Zutshi, Roman Huszar, Gyorgy Buzsaki, Alex Williams · COSYNE 2025
Hippocampal studies provide a rich window into the mechanisms of memory via the paradigm of spatial navigation. To interpret neural responses, it is common practice to first build encoding models using position during locomotion as the label, and then decode the position using this model. Of particular interest is the mismatch between the decoded and the actual position, for instance, replay of non-local trajectories during rest. However, it is unclear whether a priori chosen labels explain neural data the best. By imposing spatial structure to times of immobility, we may be systematically mis
ePoster · Neuroscience