Computational Methods for Deep Learning: Theoretic, Practice and Applications

by Wei Qi Yan

Book Overview

1. Introduction.- 2. Deep Learning Platforms.- 3. CNN and RNN.- 4. Autoencoder and GAN.- 5. Reinforcement Learning.- 6. CapsNet and Manifold Learning.- 7. Boltzmann Machines.- 8. Transfer Learning and Ensemble Learning.

• Format: Paperback
• Language: English
• ISBN: 3030610837
• ISBN13: 9783030610838
• Release Date: December 2021
• Publisher: Springer
• Length: 134 Pages
• Weight: 0.50 lbs.
• Dimensions: 0.3" x 6.1" x 9.2"