Search Results for author: Javier Pérez

Found 2 papers, 1 papers with code

Reward-modulated learning using spiking neural networks for vehicle lateral control

no code implementations5 Jul 2022 Javier Pérez, Manuel A. Vargas, Juan A. Cabrera, Juan J. Castillo, Barys Shyrokau

This paper presents a vehicle lateral controller based on spiking neural networks capable of replicating the behavior of a model-based controller but with the additional ability to perform online adaptation.

Automatic rational approximation and linearization of nonlinear eigenvalue problems

1 code implementation25 Jan 2018 Pieter Lietaert, Javier Pérez, Bart Vandereycken, Karl Meerbergen

The method uses the AAA method by Nakatsukasa, S\`{e}te, and Trefethen to approximate the nonlinear eigenvalue problem by a rational eigenvalue problem and is embedded in the state space representation of a rational polynomial by Su and Bai.

Numerical Analysis 65F15, 65F50, 15A22, 47A56, 47J10

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