3 papers
eess.SP2024
Multidimensional Gabor-Like Filters Derived from Gaussian Functions on Logarithmic Frequency Axes
Dherik Devakumar, Ole Christian Eidheim
A novel wavelet-like function is presented that makes it convenient to create filter banks given mainly two parameters that influence the focus area and the filter count. This is a…
cs.LG2023
Online Arbitrary Shaped Clustering through Correlated Gaussian Functions
Ole Christian Eidheim
There is no convincing evidence that backpropagation is a biologically plausible mechanism, and further studies of alternative learning methods are needed. A novel online clusterin…
cs.LG2022
Revisiting Gaussian Neurons for Online Clustering with Unknown Number of Clusters
Ole Christian Eidheim
Despite the recent success of artificial neural networks, more biologically plausible learning methods may be needed to resolve the weaknesses of backpropagation trained models suc…