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cs.NE2025
Bridging Expressivity and Scalability with Adaptive Unitary SSMs
Arjun Karuvally, Franz Nowak, Anderson T. Keller +3
Recent work has revealed that state space models (SSMs), while efficient for long-sequence processing, are fundamentally limited in their ability to represent formal languages-part…
q-bio.QM2025
Synaptic spine head morphodynamics from graph grammar rules for actin dynamics
Matthew Hur, Thomas Bartol, Padmini Rangamani +2
There is a morphodynamic component to synaptic learning by which changes in dendritic (postsynaptic) spine head size are associated with the strengthening or weakening of the synap…