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Maria Duarte Rosa

MathWorks

Last seen: fast 2 Jahre vor |  Aktiv seit 2017

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  • Knowledgeable Level 3
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Beantwortet
I want to implement Multilayer perceptron for software effort estimation. Which function should I use feedforwardnet, fitnet or something else.
For continuous outputs both fitnet and feedforwardnet are equivalent and the natural choice. Perhaps an easier way to get stra...

etwa 5 Jahre vor | 1

| akzeptiert

Beantwortet
Custom Layer- Incorrent number of outputs
Hi Valentin, Thank you for your question. Multi-input/Multi-output custom layers are supported from R2019a. From your error me...

etwa 5 Jahre vor | 0

| akzeptiert

Beantwortet
Mini batch size for SeriesNetwork
Hi Maxim, Thanks for providing more details. If your data is in a D x S matrix format (D being 2e6 and S being 15) MATLAB assu...

etwa 5 Jahre vor | 3

| akzeptiert

Beantwortet
How can I use importKerasNetwork function to Import a pretrained VGGFace Keras network and weights?
Hi Ibrahim, you first need to install and run the python package as described in the GitHub page to obtain the model (including ...

etwa 5 Jahre vor | 0

Beantwortet
Correct weight Initialization in CNN
In R2019a, the following weight initializers are available (including a custom initializer via a function handle): 'glorot' (de...

etwa 5 Jahre vor | 1

| akzeptiert

Beantwortet
How can I use importKerasNetwork function to Import a pretrained VGGFace Keras network and weights?
Hi Ibrahim, layers = importKerasLayers(modelfile) imports the architecture and weights of Keras models saved as .h5 files. Thes...

etwa 5 Jahre vor | 0

| akzeptiert

Beantwortet
What is the order of the InputWeigths vector in a NARX net?
Hi Francisco, One suggestion is to use genFunction(net) to generate a MATLAB script from the trained network that contains all ...

etwa 5 Jahre vor | 0

| akzeptiert

Beantwortet
How can we train images in matlab using Deep learning?
Please see here for different examples of how to use Deep Learning for Image Processing, including image super-resolution: http...

mehr als 5 Jahre vor | 0

Beantwortet
weight balancing in pretraining networks.
Once can define a custom weighted classfication layer: https://www.mathworks.com/help/deeplearning/ug/create-custom-weighted-cr...

mehr als 5 Jahre vor | 0

Beantwortet
How to customize Neural Networks' activation function
For Deep Learning networks one can create a custom activation layer using: https://www.mathworks.com/help/deeplearning/ug/defin...

mehr als 5 Jahre vor | 1

Beantwortet
How to get deep learning layer output size?
Hi Itzik, Have you tried analyzeNetwork? https://www.mathworks.com/help/deeplearning/ref/analyzenetwork.html

mehr als 5 Jahre vor | 3

| akzeptiert

Beantwortet
deepdream error at cuda
Hi Michael, thanks for your question. deepDreamImage does not currently support DAG networks, such as GoogLeNet, and there is n...

mehr als 5 Jahre vor | 0

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Beantwortet
what is the difference between LayerGraph and DAGNetwork in deep learning?
LayerGraphs and Layers contain the network architecture (for DAGs and Series networks, respectively). These objects are then pas...

mehr als 5 Jahre vor | 1

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Beantwortet
How do I export a neural network from MATLAB?
The exportONNXNetwork function in Deep Learning Toolbox Converter for ONNX Model Format allows one to export a trained deep lea...

etwa 6 Jahre vor | 2

Beantwortet
Differences between "nntools" and "neural network fitting app"
'nntools' is an older GUI for neural networks comparing to 'nnstart' and the other GUIs featured in 'nnstart', such as the 'neur...

mehr als 6 Jahre vor | 0

Beantwortet
LSTM Layer Architecture: LSTM units and sequence length
Hi Otto, The outputSize of a LSTM layer is not directly related to a time window that slides through the data. The entire seq...

mehr als 6 Jahre vor | 1

Beantwortet
Neural Network: output representation (output layer)
Can you treat the problem as an object detection one? If so, then this example might help: <https://www.mathworks.com/help/vi...

mehr als 6 Jahre vor | 0

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Beantwortet
Plot validation curve of Neural Network
Hi Jacky, When you work with imageDatastore you do not need to pass the files and labels separately into trainNetwork and als...

mehr als 6 Jahre vor | 0