摘要：In the previous post, we figured out how to do forward and backward propagation to compute the gradient for fully-connected neural networks, and used 阅读全文
斯坦福大学卷积神经网络教程UFLDL Tutorial - Convolutional Neural Network
2016-03-27 21:09 by GarfieldEr007, 435 阅读, 0 推荐, 收藏, 编辑
摘要：Convolutional Neural Network Overview A Convolutional Neural Network (CNN) is comprised of one or more convolutional layers (often with a subsampling 阅读全文
深度学习文档 DeepLearning 0.1 documentation
2016-03-27 21:06 by GarfieldEr007, 264 阅读, 0 推荐, 收藏, 编辑
摘要：Contents LICENSE Deep Learning Tutorials Getting Started Download Datasets Notation A Primer on Supervised Optimization for Deep Learning Theano/Pytho 阅读全文
深度学习教程Deep Learning Tutorials
2016-03-27 21:05 by GarfieldEr007, 331 阅读, 0 推荐, 收藏, 编辑
摘要：Deep Learning Tutorials Deep Learning is a new area of Machine Learning research, which has been introduced with the objective of moving Machine Learn 阅读全文
卷积神经网络LeNet Convolutional Neural Networks (LeNet)
2016-03-27 21:00 by GarfieldEr007, 697 阅读, 0 推荐, 收藏, 编辑
摘要：Note This section assumes the reader has already read through Classifying MNIST digits using Logistic Regression and Multilayer Perceptron. Additional 阅读全文
人工智能有简单的算法吗？Appendix: Is there a simple algorithm for intelligence?
2016-03-20 13:07 by GarfieldEr007, 171 阅读, 0 推荐, 收藏, 编辑
摘要：In this book, we've focused on the nuts and bolts of neural networks: how they work, and how they can be used to solve pattern recognition problems. T 阅读全文
深度学习Deep learning
2016-03-20 13:05 by GarfieldEr007, 1449 阅读, 0 推荐, 收藏, 编辑
摘要：In the last chapter we learned that deep neural networks are often much harder to train than shallow neural networks. That's unfortunate, since we hav 阅读全文
为什么深度神经网络难以训练Why are deep neural networks hard to train?
2016-03-20 13:02 by GarfieldEr007, 837 阅读, 0 推荐, 收藏, 编辑
摘要：Imagine you're an engineer who has been asked to design a computer from scratch. One day you're working away in your office, designing logical circuit 阅读全文
神经网络可以拟合任意函数的视觉证明A visual proof that neural nets can compute any function
2016-03-20 12:59 by GarfieldEr007, 731 阅读, 0 推荐, 收藏, 编辑
摘要：One of the most striking facts about neural networks is that they can compute any function at all. That is, suppose someone hands you some complicated 阅读全文
提高神经网络的学习方式Improving the way neural networks learn
2016-03-20 12:58 by GarfieldEr007, 633 阅读, 0 推荐, 收藏, 编辑
摘要：When a golf player is first learning to play golf, they usually spend most of their time developing a basic swing. Only gradually do they develop othe 阅读全文