今天是儿童节,我开始了人生的新的阶段.借助这个节日我想在今年静下心来,简单执着的进行学习,不掺杂任何利益. 早上起来的比较晚,洗了床单吃了早午饭,背着书包就来到了公司.软件园里面很多游客,但是背着电脑包的就只有我. 到了公司,我把搁置3个月的台式机组装了一下,配置好了环境.找了个有空调的会议室,开始了自己的机器学习之旅. 我很喜欢这种空旷安静的感觉,可以让你有广阔的思路,有专注的精神去思考和深究. 这里是周末最好的自习室...…

The Brain vs Deep Learning Part I: Computational Complexity — Or Why the Singularity Is Nowhere Near July 27, 2015July 27, 2015 Tim Dettmers Deep Learning, NeuroscienceDeep Learning, dendritic spikes, high performance computing, neuroscience, singula…

Deep Learning and the Triumph of Empiricism By Zachary Chase Lipton, July 2015 Deep learning is now the standard-bearer for many tasks in supervised machine learning. It could also be argued that deep learning has yielded the most practically useful…

What's the most effective way to get started with deep learning?       29 Answers     Yoshua Bengio, My lab has been one of the three that started the deep learning approach, back in 2006, along with Hinton's... Answered Jan 20, 2016   Originally Ans…

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 have good reason to believe that if we could train deep nets they'd be much more powerful than shallow…

About this Course If you want to break into cutting-edge AI, this course will help you do so. Deep learning engineers are highly sought after, and mastering deep learning will give you numerous new career opportunities. Deep learning is also a new "s…

论文地址:面向基于深度学习的语音增强模型压缩 论文代码:没开源,鼓励大家去向作者要呀,作者是中国人,在语音增强领域 深耕多年 引用格式:Tan K, Wang D L. Towards model compression for deep learning based speech enhancem…

从13年11月初开始接触DL,奈何boss忙or 各种问题,对DL理解没有CSDN大神 比如 zouxy09等 深刻,主要是自己觉得没啥进展,感觉荒废时日(丢脸啊,这么久....)开始开文,即为记录自己是怎么一步一个逗比的走过的路的,也为了自己思维更有条理.请看客,轻拍,(如果有错,我会立马改正,谢谢大家的指正.==!其实有人看没人看都是个问题.哈哈) 推荐 tornadomeet 的博客园学习资料 http://www.cnblogs.com/tornadomeet/category/4976…

原文转载:http://licstar.net/archives/328 Deep Learning 算法已经在图像和音频领域取得了惊人的成果,但是在 NLP 领域中尚未见到如此激动人心的结果.关于这个原因,引一条我比较赞同的微博. @王威廉:Steve Renals算了一下icassp录取文章题目中包含deep learning的数量,发现有44篇,而naacl则有0篇.有一种说法是,语言(词.句子.篇章等)属于人类认知过程中产生的高层认知抽象实体,而语音和图像属于较为底层的原始输入信号,所以…

Deep Learning in a Nutshell: History and Training This series of blog posts aims to provide an intuitive and gentle introduction to deep learning that does not rely heavily on math or theoretical constructs. The first part in this series provided an…