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Keyword: associative memory ×Clear all

2 claims from 1 paper

1. Neuroscience › Memory and Neural Mechanisms

   Episodic and associative memory from spatial scaffolds in the hippocampus

   Chandra, Sharma, Chaudhuri and Fiete · Nature · 2025

   The paper presents Vector-HaSH, a neocortical-entorhinal-hippocampal network model that supports high-capacity associative, spatial and episodic memory using a grid-cell-based internal scaffold.

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   1. UncheckedA model that stores content separately from its stable-state dynamics avoids a sudden memory 'cliff' and loses recall detail gradually as more items are stored.“By factoring content storage from the dynamics of generating error-correcting stable states, the circuit (which we call vector hippocampal scaffolded heteroassociative memory (Vector-HaSH)) avoids the memory cliff of prior memory models 11,12 , and instead exhibits a graceful trade-off between numb…”
   2. Unchecked“A pre-structured internal scaffold based on grid cell states is essential for constructing even non-spatial episodic memory: it enables high-capacity sequence memorization by abstracting the chaining problem into one of learning low-dimensional transitions.”