深度学习资源总结

    xiaoxiao2021-12-10  50

    stanford的tutorial:http://deeplearning.stanford.edu/wiki/index.php/UFLDL教程

    使用python的tutotial:http://deeplearning.net/tutorial/contents.html

    经典论文集:

    RNN:《Supervised Sequence Labelling With Recurrent Neural Networks》

    LSTM:《Learning to Forget: Continual Prediction with LSTM》

    CNN:《notes on Convolutional Neural Networds》

    《Gradient-Based Learning Applied to Document Recognition》

    《Convolutional Networks for Images, Speech, and Time-Series》

    dl的书,有pdf版的:《Deep Learning》 authors: Ian Goodfellow、Yoshua Bengio、Aaron Courville

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