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Topic: population Fisher information

ePoster
1 ePoster

In Applied Mathematics and Cognition

ePoster · Computational Neuroscience

Revisiting efficient representations of space in multiscale place field populations

Zach Cohen, Jan Drugowitsch · Bernstein Conference 2024

Hippocampal place cell populations putatively encode allocentric spatial position [1-4]. In bats and rodents, place cells exhibit heterogeneously sized and overlapping receptive (or place) fields [5-9]. These heterogeneous place fields instantiate a multiscale spatial tuning landscape in which the larger place fields of some place cells encompass the relatively more numerous narrowly tuned place fields of other cells (Fig 1a). In this work, we investigate the effectiveness of such multiscale codes for encoding allocentric spatial position. We do so by deriving closed-form expressions for how w