Answered
How to export the deep neural network model that has been well trained?
Currently there isn’t an option to export to Tensorflow .h5 format. The only export path is via ONNX: <https://www.mathworks...

2 years ago | 0

| accepted

Answered
L-BFGS algorithm for Physics-informed neural networks
Hi, Have you seen this example? <https://www.mathworks.com/help/deeplearning/ug/solve-partial-differential-equations-with-...

2 years ago | 1

| accepted

Answered
Creating a custom Docker-based container of Matlab and additional toolboxes
This may not meet your exact requirements of building a container with just those products, but the MATLAB Deep Learning Contain...

2 years ago | 1

Answered
How can I train multi-input deep network without DataStore
Please see this example, released in R2022a that shows how train a multi-input network. It still uses datastores, but shows how ...

2 years ago | 0

Answered
How can I design a neural network to detect and classify faults in a system?
Before even attempting to design and then train a neural network model, I recommend starting with the data. Does your simulatio...

2 years ago | 0

Answered
A good tutorial of Solve Partial Differential Equations Using Deep Learning (physics informed neural networks)
What version of MATLAB are you using? There is a function called arraydatastore. Did you try opening the full script in MATLAB ...

2 years ago | 0

Answered
Is there GPU support for the MatLab GitHub BERT Model?
Hi Bijan, Did walter's comment help speed up your training? What version of MATLAB are you using? On your comments regarding ...

2 years ago | 0

| accepted

Answered
How do I run MATLAB on google cloud platform?
Hi John, You can run MATLAB on any cloud VM. I'd recommend using the Deep Learning Container on dockerhub to setup up the virt...

2 years ago | 0

Answered
Model is not training at all!!!
HI John, What type of problem are you looking to train? Is it a CNN on an image problem? What are the spec's of your machine? ...

2 years ago | 0

Answered
Which deep learning layer to use for autoencoder using the deep learning designer?
Autoencoders can be created using a variety of architectures, so there is no single layer. This page gives an overview, and ex...

2 years ago | 0

Answered
Math used for BiLSTMLayer in predict function
Hi James, One option for exporting is to export the network to onnx format using exportONNXnetwork. Once exported you could ei...

2 years ago | 0

| accepted

Answered
I can't install Add ons...
If the Add on explorer isn't working, try downloading it from the File Exchange: https://www.mathworks.com/matlabcentral/fileex...

2 years ago | 0

Answered
Is it possible to train Neural Networks in Simulink?
Hi Jon, The Stateful Predict and Stateful Classify blocks can be used to import trainedt recurrent neural networks into Simulin...

2 years ago | 0

| accepted

Answered
Neural ODE for dynamic systems with input signals
Hi Bowei, Thanks for the feedback on our neural ode example! For your request, can you elloborate on what type of signal e(t) m...

2 years ago | 0

Answered
maskrcnn example is not training
Hi Sam, What version of MATLAB are you running? David

2 years ago | 0

Answered
Can anyone explain why CNN model trained using Deep Learning Toolbox in Matlab predicts much faster than one built in Pytorch or TensorFlow?
Hi Cat-22, Thanks for bringing this to our attention! It would be great to look into this benchmark you've raised. Would you b...

2 years ago | 0

Answered
Difference between fitrnet and fitnet
Hi Alex, In R2021a, SMLT introduced the fitting functions fitcnet and fitrnet, which train shallow classification and regressio...

2 years ago | 0

| accepted

Answered
Dose mask-RCNN in Matlab only support 'resnet50-coco' net?
Hi Felix, On GitHub we have a version that shows how to use Resnet101: https://github.com/matlab-deep-learning/mask-rcnn ...

2 years ago | 0

Answered
Converting Neural Network Model file from Python to Matlab
Hi, The importer that had the most up to date functionality as it’s based on networks created in TensorFlow 2.0: https://w...

2 years ago | 0

Answered
How to use Deep learning toolbox for ECG signal denoising
Hi, Here is a similar example used on audio data,m which you could use as a starting point: https://www.mathworks.com/help/dee...

2 years ago | 0

Answered
feature selection for regression
Hi, if you're looking to perform feature engineering with machine learning models, have you tried automl? If not, check out thi...

2 years ago | 0

Answered
1-D Convoltional Neural network for ECG signal processing
Hi, MATLAB's Deep Learning toolbox has support for 1-D convolutional layers. This doc page lists an example of this: https://...

2 years ago | 0

Answered
In MATLAB , NANs in during training neural network
Hi, MathWorks didn't build the Perceptron NNtool toolbox. You can run shallow neural networks in both the Statistics and Machi...

2 years ago | 0

Answered
Error in DeepLearning using googlenet
Hi, I'd recommend running the network analyser to see where the issues are with the modifications that have been made to the ne...

2 years ago | 1

Answered
import autoEncoder from workspace into Deep Network Designer APP
Hi, The autoencoder function was built using MATLAB's neural network legacy functionality, I.e. prior to when we released an u...

2 years ago | 1

| accepted

Answered
How can I speech enhancement with DNN?
Hi, Here is a reference page for Deep Learning with audio, it would be a good place to start: https://www.mathworks.com/help/d...

2 years ago | 0

Answered
using neural network in Simulink
Hi, Are you asking why the "Predict" block is acting differently than the "Stateful Predict" block? IF so, are you specifying...

2 years ago | 2

| accepted

Answered
How to tune hyperparameters for LSTM training.
Hi, I'd recommend using the Experiment Manager App for tuning / understanding various hyperparameter combinations. Here is an ...

2 years ago | 0

| accepted

Answered
Error while running importKerasNetwork
Hi, This has been observed before. I don't believe it's due to reinstalling MATLAB. Please check if the following work around ...

2 years ago | 0

Answered
How to perform Lane Detection on custom videos using the pretrained "laneNet" series network?
Hi, there is a pretrained model for lane detection available on GitHub here.This repository implements a pretrained Spatial-CNN ...

2 years ago | 0