A New View of Memory: How the Hippocampus Orchestrates Encoding and Retrieval
- Dominic Casamassima
- Nov 17, 2025
- 2 min read
Recent research has shed fresh light on how the brain’s hippocampus — a key region for memory — coordinates different memory functions all at once. Rather than treating encoding (forming new memories), retrieval (recalling past ones), and novelty detection (recognizing something new) as separate jobs, it turns out the hippocampus aligns them within shared, low-dimensional neural “subspaces.”

How the Study Worked
Scientists recorded brain activity using fMRI while participants watched movie scenes, which provided a naturalistic context to analyze how the hippocampus processes information. ScienceDaily+1
They used advanced dimensionality-reduction techniques to map neural activity into subspaces — geometric spaces where neural patterns for different memory processes can align or diverge. Medical Xpress+1
Their analysis showed that:
Subspaces for different kinds of novelty (e.g., new stimuli vs. surprising changes) are aligned, meaning the hippocampus integrates them. ScienceDaily
There is alignment between the novelty subspace and the memory formation subspace — stronger alignment correlated with better memory performance. Medical Xpress+1
But the retrieval subspace is distinct: the pattern for memory recall aligns with memory formation, not with novelty. Medical Xpress
Why This Matters
This shows that the hippocampus doesn’t operate with memory processes in isolation — it coordinates them via overlapping neural representations.
It helps explain why some experiences are more memorable: when the brain integrates novelty well with memory formation, encoding seems more efficient.
Understanding this could lead to more sophisticated models of memory that reflect how the brain actually organizes memory, not just how we think it should.
Clinically, insights from this work could help design interventions for memory disorders by targeting how these neural subspaces align (or fail to).
Challenges & Next Steps
The study used healthy participants; it remains to be seen how these alignment dynamics change in aging or neurodegenerative disease.
fMRI gives a broad, slow signal. Future work might combine this with higher-resolution methods (like electrophysiology) to map subspaces more precisely.
Translating this into therapies would require understanding how to modulate these subspaces safely — for instance, using neuromodulation or BCI-based approaches.



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