Tolga Ergen

Unsupervised Anomaly Detection With LSTM Neural Networks

Tolga Ergen, Süleyman S. Kozat · IEEE Transactions on Neural Networks and Learning Systems · 2019 · 344 citations · Full text

Support Vector Machine, Anomaly Detection, Machine Learning +13

Online Training of LSTM Networks in Distributed Systems for Variable Length Data Sequences

Tolga Ergen, Süleyman S. Kozat · IEEE Transactions on Neural Networks and Learning Systems · 2017 · 104 citations · Full text

Nonlinear Filtering, Machine Learning, Engineering +19

Efficient Online Learning Algorithms Based on LSTM Neural Networks

Tolga Ergen, Süleyman S. Kozat · IEEE Transactions on Neural Networks and Learning Systems · 2017 · 101 citations

Artificial Intelligence, Structured Prediction, Novel Regression Structures +15

Energy-Efficient LSTM Networks for Online Learning

Tolga Ergen, Ali H. Mirza, Süleyman S. Kozat · IEEE Transactions on Neural Networks and Learning Systems · 2019 · 24 citations

Energy-efficient Lstm Networks, Online Setting, Structured Prediction +13

A novel distributed anomaly detection algorithm based on support vector machines

Tolga Ergen, Süleyman S. Kozat · Digital Signal Processing · 2020 · 14 citations

Support Vector Machine, Anomaly Detection, Machine Learning +12