Thursday, February 2, 2017

Deep Learning Experiments

Goal: 

Ramp up on Deep Learning techniques by building a basic ANN to classify radar images for example

Get some background in deep learning (a specialized subset of machine learning concentrated on the "Greedy Layer-Wise Unsupervised Pretraining procedure" - Hinton, 2006 - University of Toronto) and the "Long Short-Term Memory model - Hochreiter and Schmidhuber 1997".
Design/Theory Preparation
Get the following Nov 2016 MIT book from Amazon by Ian Goodfellow, Yoshua Benglo, Aaron Courville - (one for work, and one for home - as it is usually out of stock).  Review your linear transformation and matrix math to prep.

References:

Deep Learning, 2016, Ian Goodfellow, Yoshua Benglo, Aaron Courville

http://127.0.0.1:20959/doc/manual/R-intro.html#Related-software-and-documentation
https://www.microsoft.com/cognitive-services/en-us/sign-up
https://deeplearning4j.org/devguide
https://openai.com/blog/
https://github.com/obriensystems/requests-for-research
https://deepfield.com/cloud-genome/


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