Monthly Archives: January 2015

Notes on Programming Languages Structure

This is a set of slides for generating ideas on doing machine learning on software programs.

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How to create your own layer in deep learning framework CAFFE

This is a post outlining the steps you need to take to create your own layer in CAFFE, a popular framework for writing convolutional neural networks. The post focuses on the latest version of CAFE as of Jan 2015.

Posted in Convoluted Neural Nets | 3 Comments

Collection of Good PhD Advice Writings

This is a post with links to a series of good PhD advices. I will keep updating the list.

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Notes on productivity and happiness

This is a summary of my afternoon effort tying to pick up┬ámy productivity for everything. Recently, I am in a little bit of a productivity slump and I am trying to figure out what has been impacting my productivity and … Continue reading

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Tutorial on convolution for Image Processing and Convolutional Neural Nets

This post includes some helpful tutorials I found about convolution used in image processing and convolutional neural nets. It really helped me understand the operator and how convolution works. Overall, I recommend a two-phase approach. First, understand how convolution kernel … Continue reading

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Summary on Convolutional Neural Nets

I have put together a set of slides for describing the basic structure of a convolutional neural nets. It is not very deep, based on my reading of a few introductory neural nets book.

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Theano for mac installation notes

This is a post summarizing my experience with installing then, a machine learning package, on my mac. My mac OS X version is 10.10.1 Theano version is 0.6 with EPD.

Posted in Convoluted Neural Nets | 2 Comments