Now showing items 1-2 of 2

    • Efficient online learning algorithms based on LSTM neural networks 

      Ergen, Tolga; Kozat, Süleyman Serdar (Institute of Electrical and Electronics Engineers, 2018)
      We investigate online nonlinear regression and introduce novel regression structures based on the long short term memory (LSTM) networks. For the introduced structures, we also provide highly efficient and effective online ...
    • Unsupervised anomaly detection with LSTM neural networks 

      Ergen, T.; Kozat, Süleyman Serdar (IEEE, 2020)
      We investigate anomaly detection in an unsupervised framework and introduce long short-term memory (LSTM) neural network-based algorithms. In particular, given variable length data sequences, we first pass these sequences ...