30 citations · 48 across the 7 of their papers we have counts for
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eess.SY2024
Certifying Guidance & Control Networks: Uncertainty Propagation to an Event Manifold
Sebastien Origer, Dario Izzo, Giacomo Acciarini +4
We perform uncertainty propagation on an event manifold for Guidance & Control Networks (G&CNETs), aiming to enhance the certification tools for neural networks in this field. This…
cs.LG2024★ 2 cited
Guidance and Control Networks with Periodic Activation Functions
Sebastien Origer, Dario Izzo
Inspired by the versatility of sinusoidal representation networks (SIRENs), we present a modified Guidance & Control Networks (G&CNETs) variant using periodic activation functions…