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Hippocampal conditioning code dominates and disrupts the place code
Hannah S Wirtshafter1, Mayank R Mehta2, Sara A Solla1,3
1Department of Neuroscience, Northwestern University Feinberg School of Medicine, Chicago, IL 60611, USA.
Biorxiv : the Preprint Server for Biology
|February 27, 2026
Summary
The hippocampus encodes non-spatial information during active learning, with trace coding dominating over place coding in CA1 neurons. This challenges the view of the hippocampus as solely a spatial map.
Area of Science:
- Neuroscience
- Cognitive Neuroscience
- Systems Neuroscience
Background:
- The hippocampus is traditionally considered a spatial mapping system, evidenced by location-specific CA1 neuron activity.
- However, its role in non-spatial learning, like trace eye-blink conditioning, is also established.
- Prior studies suggested spatial encoding during locomotion and non-spatial encoding during immobility.
Purpose of the Study:
- To investigate hippocampal CA1 neural activity during active trace eye-blink conditioning in freely moving rats.
- To determine whether trace coding or place coding predominates during active, non-spatial learning.
- To challenge the prevailing hypothesis of the hippocampus as a stable spatial map.
Main Methods:
- Calcium imaging was used to record activity from thousands of CA1 neurons in rats performing trace eye-blink conditioning.
- Neural activity was analyzed in relation to locomotor speed and task periods.
- Spatial selectivity and task-related modulation of neuronal firing rates were quantified.
Main Results:
- Mean firing rates of CA1 neurons were significantly higher during trace-conditioning periods compared to non-trial periods, even after controlling for locomotion.
- Task-related neuronal modulation was widespread and biased towards increased firing, with task-enhanced neurons outnumbering spatially selective neurons over threefold.
- Spatial coding was reduced during trace periods, characterized by lower spatial information and decreased similarity between task and non-task rate maps.
Conclusions:
- During active behavior, trace coding in the hippocampus predominates over place coding.
- Hippocampal trace coding can disrupt spatial representations, challenging its exclusive role as a stable spatial map.
- These findings highlight the hippocampus's dynamic encoding capabilities during complex, non-spatial learning tasks.

