MATLAB: Convolutional neural network: parallel layers

convolutional neural networkDeep Learning Toolboxneural network

Is it possible to create a CNN with parallel layers in MATLAB? For example I would like to build network similar to this one:

Image source: Accelerating Eulerian Fluid Simulation With Convolutional Networks

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In Matlab 2017a this kind of CNN is not possible to configure, however, with the new release of the Matlab 2017b, new functions were developed for that cases, called connectLayers yers and addLayers.

Hope it helps,

Regards, Javier

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MATLAB: How is the in-line googlenet or inception v3 created using codes

By my understanding it seems that you want to create a similar architecture to googlenet.

You can refer to the link attached below for refering the googlenet architecture and you can use MATLAB function for creating the architecture:

Googlenet architecture: https://www.analyticsvidhya.com/blog/2018/10/understanding-inception-network-from-scratch/

MATLAB functions which will be helpful to create the architecture:

https://www.mathworks.com/help/deeplearning/ref/nnet.cnn.layer.imageinputlayer.html

https://www.mathworks.com/help/deeplearning/ref/nnet.cnn.layer.convolution2dlayer.html

https://www.mathworks.com/help/deeplearning/ref/nnet.cnn.layer.batchnormalizationlayer.html

https://www.mathworks.com/help/deeplearning/ref/nnet.cnn.layer.relulayer.html

https://www.mathworks.com/help/deeplearning/ref/nnet.cnn.layer.fullyconnectedlayer.html

https://www.mathworks.com/help/deeplearning/ref/nnet.cnn.layer.softmaxlayer.html

https://www.mathworks.com/help/deeplearning/ref/classificationlayer.html

Also you can try using googlenet inbuilt architecture in MATLAB as a pre-trained network and train it for your dataset.

Hope it helps.

MATLAB: Which Matlab command shows layer structure of a CNN

From my understanding, you are trying to view the layer structure of a convolutional neural network. Assuming you've stored the CNN in a variable such as "net", the layer structure can be viewed by calling ".Layers" on your neural net. For example:

net = alexnet;
layers = net.Layers;

"layers" now holds an array of the layers in your CNN (in this case alexnet). You can then view this layer array by displaying it with the disp() call. The documentation for convolutional neural networks can be found here. Some more examples of working with the layers of a CNN to do image classification can be found here .

I hope this helps!

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MATLAB: How is the in-line googlenet or inception v3 created using codes

MATLAB: Which Matlab command shows layer structure of a CNN

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