Thursday, February 2, 2017

Deep Learning Experiments


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.


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

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