Sequence Processing

By
NeurotechEU
Difficulty level
Advanced
Speaker
Moritz Wolter
Type
Lectures
Video
Duration
47:45
Topic
General neuroinformatics
Machine learning

Sequence Processing -  Day 15 lecture of the  Foundations of Machine Learning in Python course.

High-Performance Computing and Analytics Lab, University of Bonn

Topics covered in this lesson
  • Recurrent neural networks
    • Elman-RNN
    • Long Short Term Memory
    • Gated recurrent Units
    • Orthogonal networks
  • Applications
  • Neural Attention and Transformers
  • Code snippets
Documents
Day 15 Sequence Processing (1.42 MB)
Day 15 Exercise_sequence_processing.zip (1.14 MB)
Day 15 Exercise_sequence_processing_solution.zip (19.59 MB)
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