Answered

How can I upload my own data to the Cocktail Party Source Separation Using Deep Learning Networks instance?

Hi, The first 4 lines can be ignored. Simply input your own file into the audioread command. [mSpeech,Fs] = audioread("myaudio...

How can I upload my own data to the Cocktail Party Source Separation Using Deep Learning Networks instance?

Hi, The first 4 lines can be ignored. Simply input your own file into the audioread command. [mSpeech,Fs] = audioread("myaudio...

4 months ago | 0

| accepted

Answered

Adaptive Neural Network Simulink

HI Hassan, We do have some informationon incremental learning from MATLAB here: Incremental Learning Overview. But I understand...

Adaptive Neural Network Simulink

HI Hassan, We do have some informationon incremental learning from MATLAB here: Incremental Learning Overview. But I understand...

4 months ago | 0

| accepted

Answered

ANN (Artificial Neural Network) code

Deep Learning networks, like LSTM's (Long Short Term Memory), could also be used to solve this problem. This example Sequence Cl...

ANN (Artificial Neural Network) code

Deep Learning networks, like LSTM's (Long Short Term Memory), could also be used to solve this problem. This example Sequence Cl...

4 months ago | 0

Answered

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...

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...

5 months ago | 2

| accepted

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...

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...

5 months 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...

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...

5 months ago | 0

Answered

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 ...

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 ...

5 months ago | 0

Answered

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...

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...

5 months ago | 0

Answered

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

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

5 months 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...

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...

5 months ago | 0

| accepted

Answered

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:...

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:...

5 months 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 ...

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 ...

5 months ago | 0

Answered

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...

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...

5 months ago | 0

Answered

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 ...

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 ...

5 months ago | 0

| accepted

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...

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...

5 months ago | 0

Answered

How can I perform image classification using Simulink in Matlab

Use the Image Classifier block from the Deep Learning toolbox.

How can I perform image classification using Simulink in Matlab

Use the Image Classifier block from the Deep Learning toolbox.

6 months 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

Loading timeseries data into the deep network designer

Hi, Have you seen this example? Train Network for Time Series Forecasting Using Deep Network Designer

6 months ago | 0

Answered

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

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

6 months 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...

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...

6 months 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 ...

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 ...

6 months ago | 1

Answered

How to export the deep neural network model that has been well trained?

Currently there isnâ€™t an option to export to Tensorflow .h5 format. The only export path is via ONNX: <https://www.mathworks...

How to export the deep neural network model that has been well trained?

Currently there isnâ€™t an option to export to Tensorflow .h5 format. The only export path is via ONNX: <https://www.mathworks...

6 months 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-...

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-...

7 months ago | 1

Submitted

MATLAB Deep Learning Model Hub

Discover pretrained models for deep learning in MATLAB

7 months ago | 33 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...

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...

7 months 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 ...

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 ...

7 months 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...

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...

7 months 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 ...

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 ...

7 months ago | 0

Submitted

Transformer Models

Deep Learning Transformer models in MATLAB

7 months ago | 58 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 ...

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 ...

7 months 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...

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...

8 months ago | 0