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IEEE Transactions on Neural Networks and Learning Systems|July 11, 2018
Online Training of LSTM Networks in Distributed Systems for Variable Length Data SequencesTolga Ergen, Suleyman S KozatIEEE Transactions on Neural Networks and Learning Systems|September 19, 2017
Online Density Estimation of Nonstationary Sources Using Exponential Family of DistributionsKaan Gokcesu, Suleyman S KozatIEEE Transactions on Neural Networks and Learning Systems|February 27, 2015
A unified approach to universal prediction: generalized upper and lower boundsNuri Denizcan Vanli, Suleyman S KozatIEEE Transactions on Neural Networks and Learning Systems|January 22, 2015
Data imputation through the identification of local anomaliesHuseyin Ozkan, Ozgun Soner Pelvan, Suleyman S KozatIEEE Transactions on Neural Networks and Learning Systems|August 29, 2014
A Deterministic Analysis of an Online Convex Mixture of Experts AlgorithmHuseyin Ozkan, Mehmet A Donmez, Sait Tunc, et al.IEEE Transactions on Neural Networks and Learning Systems|September 19, 2017
Efficient Online Learning Algorithms Based on LSTM Neural NetworksTolga Ergen, Suleyman Serdar KozatIEEE Transactions on Neural Networks and Learning Systems|September 20, 2019
Unsupervised Anomaly Detection With LSTM Neural NetworksTolga Ergen, Suleyman Serdar KozatJournal of Medical Systems|August 25, 2009
Embedding and retrieving private metadata in electrocardiogramsSuleyman S Kozat, Michail Vlachos, Claudio Lucchese, et al.IEEE Transactions on Neural Networks and Learning Systems|September 20, 2019
Energy-Efficient LSTM Networks for Online LearningTolga Ergen, Ali H Mirza, Suleyman Serdar KozatPageof 1