Ensemble deep random vector functional link for self-supervised direction-of-arrival estimation

J He, X Li, P Liu, L Wang, H Zhou, J Wang… - … Applications of Artificial …, 2023 - Elsevier
Abstract Direction-of-arrival (DOA) estimation is a key step in the passive target location. The
primary issues with traditional DOA estimation methods are the huge computation and weak …

Learning in Deep Radial Basis Function Networks

F Wurzberger, F Schwenker - Entropy, 2024 - mdpi.com
Learning in neural networks with locally-tuned neuron models such as radial Basis Function
(RBF) networks is often seen as instable, in particular when multi-layered architectures are …

Deep Radial Basis Function Networks

F Wurzberger, F Schwenker - 2024 - preprints.org
Radial basis function (RBF) networks are often viewed as instable when used in multi-
layered architectures and therefore are mostly used in a single-layered manner. Universal …