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• Arxivペイパー
• 用語いくつか
  • AE : Auto Encoder
  • AI : Artificial Intelligence
  • AUC/AUC-PR : Area Under the ROC curve (Recceiver Operation Characteristic Curve)/ Area Under the Precision-Recall Curve
  • BRNN : Bidirectional Recurrent Neural Network
  • CAE : Convolutional Auto-Encoder
  • CNN : Convolutional Neural Network
  • DBN : Deep Belief Network
  • DNN : Deep Neural Network
  • DST-NN : Deep Spatio-Temporal Neural Network
  • GRU : Gated Recurrent Unit
  • MD-RNN : Multi-dimensional Recurrent Neural Network
  • MLP : Multilayer Perception
  • PSSM : Position Specific Scoring Matrix
  • RBM : Restricted Boltzmann Machine
  • ReLU : Rectified Linear Unit
  • RNN : Recurrent Neural Network
  • SAE : Stacked Auro-Encoder
  • SGD : Stochastic Gradient Descent
• バイオインフォマティクス領域でのDeep Learning
  • Deep Learning手法タイプ分類
    • Deep Neural Networks
    • Convolutional Nueral Networks
    • Recurrent Neuwral Networks
    • Emergent Architectures
  • Deep Learning が使用されているバイオインフォマティクス領域
    • Omics
    • Biomedical Imaging
    • Biomedical Signaling