/dla

Deep Learning Applications

[Notification!] MUST-DO for your attendance <- Students abroad

To officially record your attendance for all the class, do the following things every week.

  • Step 1. Visit jnuclass(https://jnuclass.jejunu.ac.kr/) and log in.
  • Step 2. Select the class of '딥 러닝 응용 A7602' (deep learning applications)
  • Step 3. Take the classes
    FYI, there is a homework for each class, but you can ignore it.

[Notification!] MUST-DO for your attendance <- All students

To officially record your attendance for the class on March 24th, do the following things quickly:

  • Step 1. Visit jnuclass(https://jnuclass.jejunu.ac.kr/) and log in.
  • Step 2. Select the class of '딥 러닝 응용 A7602' (deep learning applications)
  • Step 3. Take three classes in 4주차 (4th week): 1차시(1st class), 2차시(2nd class), 3차시(3rd class). FYI, there is a homework for each class, but you can ignore it.

Topics

  • Monitoring and Pattern Recognition/Detection from sensor signal, voice, or any kinds of time-seriese data
  • Using Deep Learning Models including ANN, CNN, LSTM, GRU, GAN, and etc.
  • Keywords: Anomaly Detection, Intrusion Detection, Fault Detection with signal/time-series data

Links for your material (paper, open sources, or others)