Dealing with vanishing and exploding gradients

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En provenance du cours de Université nationale de recherche, École des hautes études en sciences économiques
Introduction to Deep Learning
260 notes
Université nationale de recherche, École des hautes études en sciences économiques
260 notes
Cours 1 sur 7 dans Specialization Advanced Machine Learning
À partir de la leçon
Deep learning for sequences
In this week you will learn how to use deep learning for sequences such as texts, video, audio, etc. You will learn about several Recurrent Neural Network (RNN) architectures and how to apply them for different tasks with sequential input/output.

Rencontrer les enseignants

  • Evgeny Sokolov
    Evgeny Sokolov
    Senior Lecturer
    HSE Faculty of Computer Science
  • Andrei Zimovnov
    Andrei Zimovnov
    Senior Lecturer
    HSE Faculty of Computer Science
  • Alexander Panin
    Alexander Panin
    Lecturer
    HSE Faculty of Computer Science
  • Ekaterina Lobacheva
    Ekaterina Lobacheva
    Senior Lecturer
    HSE Faculty of Computer Science
  • Nikita Kazeev
    Nikita Kazeev
    Researcher
    HSE Faculty of Computer Science