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Re: [Discuss-gnuradio] [SOCIS] TensorFlow
From: |
Stefan Wunsch |
Subject: |
Re: [Discuss-gnuradio] [SOCIS] TensorFlow |
Date: |
Wed, 29 Jun 2016 14:23:35 +0200 |
User-agent: |
Mozilla/5.0 (X11; Linux x86_64; rv:45.0) Gecko/20100101 Thunderbird/45.1.1 |
Hi,
The classification accuracy looks good! But some questions:
Will you compare the performance with non-tensorflow machine learning
algorithms such as boosted decision trees or support vector machines
(e.g. provided by scikit-learn or xgboost)?
Your model is a deep neural network, so there is a convolutional layer
in this model to make use of the 2D representation of the spectral
coherence function? DNN implies for me only a bunch of hidden layers. As
well, convolution layer(s) makes the classificator translation invariant
(do you need this?).
Greetings,
Stefan
On 06/29/2016 10:23 AM, Christopher Richardson wrote:
> Hi Everyone,
>
> I've just posted a blog article on what I've been working on
> recently - https://signalsintelligence.wordpress.com/2016/06/24/tensorflow/
>
> I'm now going to work on making a block for GNU Radio, which makes use
> of TensorFlow to classify signals.
>
> cheers
>
> Chris
>
>
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