41 citations · 41 across the 2 of their papers we have counts for
2 papers
cs.IT2022
Neural Network Approaches for Data Estimation in Unique Word OFDM Systems
Stefan Baumgartner, Gergő Bognár, Oliver Lang +1
Data estimation is conducted with model-based estimation methods since the beginning of digital communications. However, motivated by the growing success of machine learning, curre…
cs.LG2020★ 41 cited
VPNet: Variable Projection Networks
Péter Kovács, Gergő Bognár, Christian Huber +1
We introduce VPNet, a novel model-driven neural network architecture based on variable projection (VP). Applying VP operators to neural networks results in learnable features, inte…