deep learning

Is AI able to write papers?

As researchers, we all have a dream: it would be fantastic if AI could write papers one day! This sounds like a science fiction, but after I used Stork‘s new feature “AI Creative Abstract“, I feel that this day is coming soon. In or
Xu Cui
3 min read

人工智能已经强大到能写论文了?

作为科研人员,我们都有个梦想,如果有一天AI可以帮我写论文就太好了!这听上去好像是遥远的科幻,不过,当我使用了文献鸟Stork的新高级功能“人工智能创意论文摘要”后,我觉得,这一天马上就要来了。 为了
Xu Cui
1 min read

Deep learning training speed with 1080 Ti and M1200

I compared the speed of Nvidia’s 1080 Ti on a desktop (Intel i5-3470 CPU, 3.2G Hz, 32G memory) and NVIDIA Quadro M1200 w/4GB GDDR5, 640 CUDA cores on a laptop (CPU: Intel Core i7-7920HQ (Quad Core 3.10GHz, 4.10GHz Turbo, 8MB 45W, Memory: 64G).
Xu Cui
1 min read

Learning deep learning (project 5, generate new celebrity faces)

In this class project, I used generative adversarial network (GAN) to generate new images of faces, similar to celebrity faces in the database. The model we use is a deep convolutional network, which has been used widely in image classification. Firs
Xu Cui
37 sec read

Learning deep learning (project 4, language translation)

In this project, I built a neural network for machine translation (English -> French).  I built and trained a sequence to sequence model on a dataset of English and French sentences that can translate new sentences from English to French. The mode
Xu Cui
27 sec read

Deep learning speed test, my laptop vs AWS g2.2xlarge…

It requires a lot of resources, especially GPU and GPU memory, to train a deep-learning model efficiently. Here I test the time it took to train a model in 3 computers/servers. 1. My own laptop. CPU: Intel Core i7-7920HQ (Quad Core 3.10GHz, 4.10GHz T
Xu Cui
2 min read

PubMed 有中文版啦!

PubMed是生物和医学领域必不可少的搜索引擎,每天百万名医生、教授、学生及其他科研人员等都会通过PubMed搜索自己感兴趣的科学文献、病例、综述、最新进展等。 可惜,PubMed是全英文的!!! 为
Xu Cui
3 sec read

Learning deep learning (project 3, generate TV script)

In this class project, I generated my own Simpsons TV scripts using RNNs trained by the Simpsons dataset of scripts from 27 seasons. The Neural Network generated a new TV script for a scene at Moe’s Tavern. This is the script generated by the n
Xu Cui
47 sec read

GPU is 40-80x faster than CPU in tensorflow for…

The speed difference of CPU and GPU can be significant in deep learning. But how much? Let’s do a test. The computer: The computer I use is a Amazon AWS instance g2.2xlarge (https://aws.amazon.com/ec2/instance-types/). The cost is $0.65/hour, o
Xu Cui
1 min read