Sökning: "Miguel Aguiar"

Hittade 1 avhandling innehållade orden Miguel Aguiar.

1. 1. Learning flow functions : architectures, universal approximation and applications to spiking systems

   Författare :Miguel Aguiar; Karl H. Johansson; João Sousa; Maarten Schoukens; KTH; []
   Nyckelord :TEKNIK OCH TEKNOLOGIER; ENGINEERING AND TECHNOLOGY; Electrical Engineering; Elektro- och systemteknik;

   Sammanfattning : Learning flow functions of continuous-time control systems is considered in this thesis. The flow function is the operator mapping initial states and control inputs to the state trajectories, and the problem is to find a suitable neural network architecture to learn this infinite-dimensional operator from measurements of state trajectories. LÄS MER