Convolution Neural Networks - EXPLAINED

In this video, we talk about Convolutional Neural Networks. Give the video a thumbs up and hit that SUBSCRIBE button for more awesome content.

Code to demonstrate Equivariance wrt Translation: https://github.com/ajhalthor/cnn-note...
My video on Generative Adversarial Networks:    • Generative Adversarial Networks - FUT...  

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REFERENCES

First CNN Paper: http://yann.lecun.com/exdb/publis/pdf...
The Deep Learning Book for details: http://www.deeplearningbook.org/conte...
DCGAN Paper: https://arxiv.org/abs/1511.06434
About CNNs : https://cambridgespark.com/content/tu...
Flatten Vs. FC1: https://alexisbcook.github.io/2017/gl...
Diffference between CNN & MLP: https://www.quora.com/What-is-the-dif...
Nine Deep learning papers you should know about: https://adeshpande3.github.io/adeshpa...
Global Average Pooling (GAP) Layers: https://alexisbcook.github.io/2017/gl...
Equivariance: https://arxiv.org/pdf/1411.5908.pdf
CNN slides based on the deep learning book (birds eye read): http://www.cedar.buffalo.edu/~srihari...
Google's Deep Mind Learns how to walk:    • Google's DeepMind AI Just Taught Itse...  
Generate CNNs visually : https://github.com/yu4u/convnet-drawer
Playing Atari with Deep Reinforecemnt Learning: https://arxiv.org/pdf/1312.5602v1.pdf
Deep Mind's Q-Learning playing Atari games:    • Google DeepMind's Deep Q-learning pla...