mlsanityData to 14 Oct 2026

Hebbian fast plasticity and working memory

arXiv 2304.06626 ↗First posted 13 Apr 2023q-bio.NC cs.NEcited by 2

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Abstract (arXiv)

Theories and models of working memory (WM) were at least since the mid-1990s dominated by the persistent activity hypothesis. The past decade has seen rising concerns about the shortcomings of sustained activity as the mechanism for short-term maintenance of WM information in the light of accumulating experimental evidence for so-called activity-silent WM and the fundamental difficulty in explaining robust multi-item WM. In consequence, alternative theories are now explored mostly in the direction of fast synaptic plasticity as the underlying mechanism.The question of non-Hebbian vs Hebbian synaptic plasticity emerges naturally in this context. In this review we focus on fast Hebbian plasticity and trace the origins of WM theories and models building on this form of associative learning.

Key facts. Cited by 2 papers in the map (data through 14 Oct 2026). First posted on arXiv 13 Apr 2023.

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Citing papers per year: 2025: 1; 2026: 1.

2 papers.