Author

Vincent van de Schaft

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#machine learning Preprint Sep 2026

Learning Array Signal Topologies as Conditional Neural Manifolds

The conditional neural manifold is proposed, which replaces the fixed manifold with an observation-conditioned mapping from source parameters to steering vectors, and resolves the angle-frequency ambiguity inherent to the nominal spatial manifold.

Julian P. Merkofer, Vincent van de Schaft, R. V. van Sloun · 0 citations