The hidden unit logistic model for Multivariate Time Series Classification
Matlab C M C++
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HULM (Hidden-Unit Logistic Model)

This is the implementation of the hidden-unit logistic model, which is proposed in the following paper:
Wenjie Pei, Hamdi Dibeklioğlu, David M.J. Tax, Laurens van der Maaten. "Multivariate Time Series Classification using the Hidden-Unit Logistic Model", IEEE Transactions on Neural Networks and Learning Systems, 2017.

Please Note:

  1. The code which is computataionally expensive is written in cmex. Before playing around the code, please first run compile_cmex.m to compile the cmex code.
  2. We only provide some of the datasets with relative small size due to the uploading limitation of github.