no code implementations • 18 Dec 2019 • Peter Händel, Özlem Tuğfe Demir, Emil Björnson, Daniel Rönnow
We consider backward crosstalk in 2 x 2 transmitters, which is caused by crosstalk from the outputs of the transmitter to the inputs or by the combination of output crosstalk and impedance mismatch.
no code implementations • 15 Mar 2018 • Arun Venkitaraman, Saikat Chatterjee, Peter Händel
We propose Gaussian processes for signals over graphs (GPG) using the apriori knowledge that the target vectors lie over a graph.
no code implementations • 12 Mar 2018 • Arun Venkitaraman, Saikat Chatterjee, Peter Händel
We develop a multi-kernel based regression method for graph signal processing where the target signal is assumed to be smooth over a graph.
no code implementations • 12 Mar 2018 • Arun Venkitaraman, Saikat Chatterjee, Peter Händel
In this article, we improve extreme learning machines for regression tasks using a graph signal processing based regularization.