David Willingham

Last seen: Today | Active since 2016

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Answered
exportNetworkToTensorFlow is not recognized as a function, despite addon is installed
Hi Karol, exportNetworkToTensorFlow came out in R2022b. Was this the release you tried it in originally? If so, maybe the pref...

3 months ago | 0

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Answered
Matlab R2022a: Are all prediction models available in Matlab?
Genetic Algorithms are available in the Global Optimization Toolbox.

4 months ago | 1

Answered
Is there a fix for trainAutoencoder with GPU speedup that crashes with single precision inputs (OK on double precision inputs)
Hi Kyle, There isn't single precision support for GPU with trainAutoencoder. It's an older implementation of autoencoders. I...

4 months ago | 0

Answered
Can I call the neural network trained in *. mat in Python through the matlab API?
There is a good example that shows how to call MATLAB from Python for deep learning on Github: coexecution_speech_command See ...

4 months ago | 0

Answered
training MLP by learning from PID controller
Hi, Firstly, you may need to train a model that type includes state information, i.e.LSTM. I would recommend trying a LSTM ne...

5 months ago | 0

Answered
Using a python trained neural network
Hi Sania, I would recommend saving the model in the TensorFlow saved model format and then import it via the TensorFlow convert...

5 months ago | 0

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Answered
What is the coffee machine in the Mathworks Lakeside Campus?
There are several coffee options available at MathWorks right now. Do you have any recollection of how the machine looked or wor...

5 months ago | 1

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Answered
Importing Trained Tensorflow/Keras LSTM network into MATLAB
Hi, To use importTensorflowNetwork, you'll first need to convert the model into the SavedModel format in Tensorflow. Here is an...

5 months ago | 0

Answered
train a deep learning model (resnet-50 network) on a remote HPC cluster
Just to confirm, you're sending batch jobs to a HPC cluster that has MATLAB parallel server installed? If so, one option to try...

6 months ago | 0

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Answered
How to pass neural network model as handle for GUI - it always says can't identify!
I believe it should be: handles.Minist_LeNet5 = Minist_LeNet5;

6 months ago | 0

Answered
Bayesian Deep Learning Convolution Network(BDL)?
This is supported as of R2022b. See this example for more details: Train Bayesian Neural Network

6 months ago | 0

Answered
MATLAB API for web
You may not need to have MATLAB act as a server. For example, you could deploy the model you want as a microservice, which you c...

6 months ago | 2

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Answered
convert matlab neural network to onnx
Hi, is it possible to share the model you're looking to export?

6 months ago | 0

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Answered
BERT:how to change the output feature?
Can you explain why you would like to change the output to 300?

6 months ago | 0

Answered
What's the difference between dlnetwork and DAGNetwork about deep learning?
DAGNetwork was the object created when the Deep Learning Toolbox first started supporting CNNs and LSTMs. A few years after dlne...

6 months ago | 1

Answered
Question about the capabilities of AlexNet Deep Learning
Alexnet is used for Image Classification. What you're looking for is models that can be used for Object Detection. There's a num...

6 months ago | 0

Answered
Calling a python file from matlab/simulink
Hi Rehan, What application is the python model being used for? In simulink, do you need the model to run every time step or do...

7 months ago | 0

Answered
Solving the Burgers Equations with Echo state networks
Hi Mike, I received an update from our development team on this (attached). Whilst not fully worked through, it should serve as...

7 months ago | 0

Answered
Update to 'Why should I choose matlab deep learning toolbox over other opensource frameworks like caffe, onnx, pytorch, torch etc?'
Hi David, Your input is noted. There will likely be an updated response after our upcoming release of R2022b.

7 months ago | 0

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Answered
How to do distributed computations on GCP?
Hi, How would you like to split the heavy ML calculations? Are they for training or inference? How are you looking to deploy? ...

7 months ago | 0

Answered
How to customize performance functions(Neural Network)
Hi, The code you refer to above is referencing the older classic neural networks framework, which is primarily used for shallow...

7 months ago | 0

Answered
How to convert 2D layer to 1D and from 1D to 2D?
Can you describe a little more about your application? I.e. what is your input, is it a matrix of signals or an image?

7 months ago | 0

Answered
Solving the Burgers Equations with Echo state networks
Hi Mike, Are you able to provide the code for your PDE? How long does it take to train?

7 months ago | 0

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Answered
Solving the Burgers Equations with Echo state networks
Hi Mike, Are you able to ellaborate a little more about the problem you're looking to solve? We currently don't have an example...

7 months ago | 0

Answered
classificationlearner app does not start
Perhaps your preferences directory has become corrupted. Maybe try deleting the preferences directory and restarting MATLAB. To...

7 months ago | 0

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Answered
Convolutional LSTM (C-LSTM) in MATLAB
Updating this answer. This workflow has been supported since R2021. The following example illustrates how to combin CNN's with L...

7 months ago | 0

Answered
Can any one help me to solve the system of ODE using artificial neural network(ANN) method.
Hi Hazrat, I would recommend referring to this example: Dynamical System Modeling Using Neural ODE as a starting point. David...

7 months ago | 0

Answered
How to use YOLO v5 onnx model in MATLAB
YOLO v5 has some layers that are currently not supported. However have you tried YOLOX? YOLOX is one of the best performing obje...

7 months ago | 0

Answered
Generating predictions from trained neural net in simulink
Hi Mike, Great to hear your exploring workflows that include TensorFlow and MATLAB/Simulink. There are more options for runnin...

7 months ago | 1

Answered
Deep learning toolbox keeps disappearing
Perhaps your preferences directory has become corrupted. Maybe try deleting the preferences directory and restarting MATLAB. To...

8 months ago | 0

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David Willingham

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