David Willingham

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How to add hand-crafted features as an input to a CNN model in MATLAB
Hi, This example shows how to train a model using image and feature data, Train Network on Image and Feature Data. Is this wh...

1 día ago | 2

Answered
Teacher forcing for a LSTM network
Please see the attached example, trainLSTM_seq2seq. Is this what you were looking for? I.e. an example for a standard LSTM model...

1 día ago | 0

Answered
Teacher forcing for a LSTM network
Hi Philip, This example shows how teacher forcing can be implemented with LSTM's in MATLAB.Sequence-to-Sequence Translation Usi...

1 día ago | 0

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How to customize Neural Networks' activation function
Hi, @Maria Duarte Rosa gave a good answer on how to create a custom activation layer by visiting this page: Define Custom Deep ...

6 días ago | 0

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What are target variables, predictor variables and prior probabilities?
Hi, Please see this page, it describes in detail target variables (predicted reponses), predictor variables and prior probabili...

6 días ago | 0

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How can I implement "FaceNet" for my project?
Have you seen this example on GitHub? https://github.com/matlab-deep-learning/COVID19-Face-Mask-Detection-using-deep-learning

9 días ago | 0

Answered
why Nvidia A100 GPUs slower than RTX 3090 GPUs?
See this answer for an explanation: https://www.mathworks.com/matlabcentral/answers/1711380-rtx-3090-vs-a100-in-deep-learning?s...

12 días ago | 0

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deep network designer, how do I test a trained network against a new dataset? I am able to see the predictions for all the images?
Hi Andreea, Firstly, glad to hear your starting your journey of deep learning in MATLAB! Your code will likely look like this:...

12 días ago | 0

Answered
RTX 3090 vs A100 in deep learning.
Hi, What version of MATLAB did you test ResNet out on? I'd recommend running benchmarks on the latest version of MATLAB. Was ...

21 días ago | 0

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Are there any convolutional networks in the DL Toolbox whose output layers are implemented as fullyConnectedLayers?
Hi Matt, In this doc page, it shows an example of a network that has both convolutional layers and full connected layers: http...

22 días ago | 0

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Cannot find the object of 'ONNXParameters' Class after using "Application Compiler".
When using the compiler, sometimes the dependency checker can't find all the object classes. Try addind the function pragma to ...

28 días ago | 0

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Answered
install GOOGLeNet on a machine with no internet
Have you tried downloading it from the File Exchange on a machine with the internet, then copying it a USB and installing on the...

29 días ago | 0

Answered
How can I perform image classification using Simulink in Matlab
Use the Image Classifier block from the Deep Learning toolbox.

alrededor de 1 mes ago | 0

Answered
Loading timeseries data into the deep network designer
Hi, Have you seen this example? Train Network for Time Series Forecasting Using Deep Network Designer

alrededor de 1 mes ago | 0

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Solving a non linear ODE with unknown parameter
Hi, Have you seen this example for solving ODE's using Deep Learning in MATLAB? Dynamical System Modeling Using Neural ODE

alrededor de 1 mes ago | 0

Answered
LSTM time series forecasting, predicting future values
Hi Stashu, Take a look at this updated example: Time Series Forecasting Using Deep Learning In it there is a section on "cl...

alrededor de 2 meses ago | 0

Answered
Multi step ahead forecasting with LSTM
Hi, Please see this updated example in R2022a that shows multi-step ahead (closed loop) predictions: Time Series Forecasting ...

alrededor de 2 meses ago | 1

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 meses ago | 0

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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 meses ago | 1

Submitted

MATLAB Deep Learning Model Hub
Discover pretrained models for deep learning in MATLAB

2 meses ago | 36 downloads |

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 meses 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 ...

3 meses 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...

3 meses 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 ...

3 meses ago | 0

Submitted

Transformer Models
Deep Learning Transformer models in MATLAB

3 meses ago | 37 downloads |

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 ...

3 meses ago | 0

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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...

3 meses 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? ...

3 meses 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...

4 meses 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...

4 meses ago | 0

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David Willingham

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