4 citations · 4 across the 3 of their papers we have counts for
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Robust online estimation of biophysical neural circuits
Raphael Schmetterling, Thiago B. Burghi, Rodolphe Sepulchre
The control of neuronal networks, whether biological or neuromorphic, relies on tools for estimating parameters in the presence of model uncertainty. In this work, we explore the r…
Open-loop contraction design
Jin Gyu Lee, Thiago B. Burghi, Rodolphe Sepulchre
Given a non-contracting trajectory of a nonlinear system, we consider the question of designing an input perturbation that makes the perturbed trajectory contracting. This paper st…
Feedback for nonlinear system identification
Thiago B. Burghi, Maarten Schoukens, Rodolphe Sepulchre
Motivated by neuronal models from neuroscience, we consider the system identification of simple feedback structures whose behaviors include nonlinear phenomena such as excitability…