2 papers
stat.ML2019
Comments on "Deep Neural Networks with Random Gaussian Weights: A Universal Classification Strategy?"
Talha Cihad Gulcu, Alper Gungor
In a recently published paper [1], it is shown that deep neural networks (DNNs) with random Gaussian weights preserve the metric structure of the data, with the property that the d…
eess.IV2017
Statistically Segregated k-Space Sampling for Accelerating Multiple-Acquisition MRI
L Kerem Senel, Toygan Kilic, Alper Gungor +5
A central limitation of multiple-acquisition magnetic resonance imaging (MRI) is the degradation in scan efficiency as the number of distinct datasets grows. Sparse recovery techni…