109 citations · 155 across the 7 of their papers we have counts for
3 papers · 1 filter
Clinical translation of machine learning algorithms for seizure detection in scalp electroencephalography: systematic review
Nina Moutonnet, Steven White, Benjamin P Campbell +5
Machine learning algorithms for seizure detection have shown considerable diagnostic potential, with recent reported accuracies reaching 100%. Yet, only few published algorithms ha…
Automated Detection of Abnormalities from an EEG Recording of Epilepsy Patients With a Compact Convolutional Neural Network
Taku Shoji, Noboru Yoshida, Toshihisa Tanaka
Electroencephalography (EEG) is essential for the diagnosis of epilepsy, but it requires expertise and experience to identify abnormalities. It is thus crucial to develop automated…
Eigendecomposition-Free Sampling Set Selection for Graph Signals
Akie Sakiyama, Yuichi Tanaka, Toshihisa Tanaka +1
This paper addresses the problem of selecting an optimal sampling set for signals on graphs. The proposed sampling set selection (SSS) is based on a localization operator that can…