Introduction to Deep Learning : Attention Mechanism
This video explains the basic structure of the neural network, Attention.
It has recently been very popularly used in Deep Learning alongside Convolutional Neural Networks.
Previous :Downsizing Neural Networks by Quantization
https://youtu.be/DDelqfkYCuo
Basics of Designing Neural Network
https://youtu.be/CEutOy7kGx4
The Mechanism of Neural Network Training
https://youtu.be/aIVa86cwjco
What are Recurrent Neural Networks?(RNN)
https://youtu.be/d1WQK2b9k-w
Understanding LSTM without Mathematical Expressions (Long Short-Term Memory)
https://youtu.be/Ox4suDoUCGQ
Playlist : Introduction to Deep Learning
https://www.youtube.com/playlist?list=PLg1wtJlhfh23KxT90XrswtrBhBtP_rc53
Neural Network Console
https://dl.sony.com/
Neural Network Libraries
https://nnabla.org/
Squeeze-and-Excitation Networks
Jie Hu, Li Shen, Samuel Albanie, Gang Sun, Enhua Wu
https://arxiv.org/abs/1709.01507
Attention Is All You Need
Ashish Vaswani, Noam Shazeer, Niki Parmar, Jakob Uszkoreit, Llion Jones, Aidan N. Gomez, Lukasz Kaiser, Illia Polosukhin
https://arxiv.org/abs/1706.03762
BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding
Jacob Devlin, Ming-Wei Chang, Kenton Lee, Kristina Toutanova
https://arxiv.org/abs/1810.04805
**NOTE**
This contents has been translated from Japanese into English.
The original has been published on January 23, 2020.
https://youtu.be/g5DSLeJozdw
Видео Introduction to Deep Learning : Attention Mechanism канала Neural Network Console
It has recently been very popularly used in Deep Learning alongside Convolutional Neural Networks.
Previous :Downsizing Neural Networks by Quantization
https://youtu.be/DDelqfkYCuo
Basics of Designing Neural Network
https://youtu.be/CEutOy7kGx4
The Mechanism of Neural Network Training
https://youtu.be/aIVa86cwjco
What are Recurrent Neural Networks?(RNN)
https://youtu.be/d1WQK2b9k-w
Understanding LSTM without Mathematical Expressions (Long Short-Term Memory)
https://youtu.be/Ox4suDoUCGQ
Playlist : Introduction to Deep Learning
https://www.youtube.com/playlist?list=PLg1wtJlhfh23KxT90XrswtrBhBtP_rc53
Neural Network Console
https://dl.sony.com/
Neural Network Libraries
https://nnabla.org/
Squeeze-and-Excitation Networks
Jie Hu, Li Shen, Samuel Albanie, Gang Sun, Enhua Wu
https://arxiv.org/abs/1709.01507
Attention Is All You Need
Ashish Vaswani, Noam Shazeer, Niki Parmar, Jakob Uszkoreit, Llion Jones, Aidan N. Gomez, Lukasz Kaiser, Illia Polosukhin
https://arxiv.org/abs/1706.03762
BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding
Jacob Devlin, Ming-Wei Chang, Kenton Lee, Kristina Toutanova
https://arxiv.org/abs/1810.04805
**NOTE**
This contents has been translated from Japanese into English.
The original has been published on January 23, 2020.
https://youtu.be/g5DSLeJozdw
Видео Introduction to Deep Learning : Attention Mechanism канала Neural Network Console
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