Xu Cui
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569 Stories by Xu Cui
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
Facebook just announced that they are experimenting with mind-reading technology using optical neuro-imaging systems. This technology will allow people to type words by thoughts at 100 words per minute. Check out the news here. Wow! This is unbelieva
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
The following email was sent from Stork to me. Stork is an easy-to-use app to alert me of new scientific publications and NIH grants based on my own keywords. Below are a few grants awarded in the NIRS field. Dear Xu, Stork has brought you 15 new pub
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
Brain Dynamics Lab (bdl.stanford.edu) is a computational neuropsychiatry lab dedicated to developing computational methods for a better understanding of individual differences in brain functioning in healthy and patient populations. Current projects
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
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
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