深度信念网络精华

深度信念网络是一个概率生成模型，与传统的判别模型的神经网络相对，生成模型是建立一个观察数据和标签之间的联合分布，对P(Observation|Label)和 P(Label|Observation)都做了评估，而判别模型仅仅而已评估了后者，也就是P(Label|Observation)。

深度学习与神经网络有什么区别？ - 知乎
- https://www.zhihu.com/question/35965814
深度信念网络DBN的自顶向下监督算法是怎么回事？ - 知乎
- https://www.zhihu.com/question/41080851
<模型汇总-4>开山鼻祖-深度信念网络DBN
- https://zhuanlan.zhihu.com/p/26788890
Deep Residual Network 深度残差网络
- https://zhuanlan.zhihu.com/p/22447440
【machine learning】 github上关注最多的53... | iTimeTraveler
- http://itimetraveler.github.io/2016/08/12/%E3%80%90Machine%20Learning%E3%80%91Github%E4%B8%8A%E5%85%B3%E6%B3%A8%E6%9C%80%E5%A4%9A%E7%9A%8453%E4%B8%AA%E6%B7%B1%E5%BA%A6%E5%AD%A6%E4%B9%A0%E9%A1%B9%E7%9B%AE/
深度学习（Deep Learning...
- https://zhuanlan.zhihu.com/p/29205055
深度学习+自然语言处理（NLP）
- https://zhuanlan.zhihu.com/c_123183356
The Poisson Gamma Belief Network
- http://mingyuanzhou.github.io/Papers/DeepPoGamma_v5.pdf
Andreas Damianou - Research
- http://adamian.github.io/research/
深度学习在推荐算法上的应用进展
- https://zhuanlan.zhihu.com/p/26237106
Deep-Learning-Papers-Reading-Roadmap Notes Part 1 | Plams
- https://lishiyuwhu.github.io/2017-08/Deep-Learning-Papers-Reading-Roadmap%20Notes%20Part%201/
Project: Using a Deep-Belief Neural Network to Diagnose...
- https://artificialcognition.github.io/using-a-deep-belief-neural-network-to-diagnose-breast-cancer
Resurgence in Neural Networks - tjake.blog
- http://tjake.github.io/blog/2013/02/18/resurgence-in-artificial-intelligence/
DBN(Deep Belief Nets)
- http://samuel1208.github.io/machine_learning/deep_learning/dbn.html
神经网络啥时候改名叫“深度学习”了？ - 知乎
- https://www.zhihu.com/question/50422088
Learning Deep Sigmoid Belief Networks with Data...
- http://zhegan27.github.io/Papers/DeepSBN_AISTATS2015.pdf
DeepHear - Composing and harmonizing music with neural...
- https://fephsun.github.io/2015/09/01/neural-music.html
Restricted Boltzmann Machine (RBM): Contrastive...
- http://sanghyukchun.github.io/75/
Deep Learning SIMPLIFIED 学习笔记 - Orchid Blog
- http://zyddora.github.io/2016/01/06/deep-learning-tv-notes/
Deep Belief Network | YAO's BLOG
- http://psyyz10.github.io/2016/05/Deep-Belief-Network/

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