M. A. Aziz-Alaoui

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A. Oujbara (1)B. Ambrosio (1)

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Sep 21, 2026

A. Oujbara +2Sep 21, 2026·also Affiliation:

Physics-constrained inference of somatic dynamics from dendritic recordings with sparse somatic supervision in weakly coupled two-compartment neuron model

Anchoring a biophysical PINN with just 1% ground-truth somatic data creates a sharp phase transition from total failure to 100% action potential recovery when inverting filtered dendritic signals.

A. Oujbara, B. Ambrosio, M. A. Aziz-Alaoui

M. A. Aziz-Alaoui

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M. A. Aziz-Alaoui

Publication activitypapers/week, last 8 weeks

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