deep learning

i'm going study deep learning.i like share my experience whit you.

main book

• fundamentals of deep learning
  
• deep learning

main video

• Convolutional Neural Networks for Visual Recognition 2016

articles

• articles that everybody should read them:

  • ImageNetClassificationwithDeepConvolutional NeuralNetworks
    this article is about CNN,Alex Krizhevsky,ReLU Nonlinearity, Training on Multiple GPUs,Local Response Normalization,Overlapping Pooling,Dropout
  • Batch Normalization: Accelerating Deep Network Training by Reducing Internal Covariate Shift
  • dropout: A Simple Way to Prevent Neural Networks fromOverfitting
  • Deep Residual Learning for Image Recognition
  • Inception-v4, Inception-ResNet and the Impact of Residual Connections on Learning

• The articles I read and were interesting to me.I share with you here:

  • You Only Look Once:Unified, Real-Time Object Detection
  • Face Recognition: A Convolutional Neural-Network Approach
  • Contractive Auto-Encoders
  • Image Quality Assessment: From Error Visibility to Structural Similarity
  • Spatial Pyramid Pooling in Deep Convolutional Networks for Visual Recognition
  • EBGAN