Answered

Different Training performance in release 2018 and 2021

Hi Mohamed, Are you referring to this example? https://www.mathworks.com/help/deeplearning/ug/denoise-speech-using-deep-learni...

Different Training performance in release 2018 and 2021

Hi Mohamed, Are you referring to this example? https://www.mathworks.com/help/deeplearning/ug/denoise-speech-using-deep-learni...

3 meses ago | 0

Answered

How to handle a special case of missing data in Neural Networks?

Hi Miles, I'd recommend adding additional 2 columns that indicate when Event 2 & 3 are active. I.e. the first column will have...

How to handle a special case of missing data in Neural Networks?

Hi Miles, I'd recommend adding additional 2 columns that indicate when Event 2 & 3 are active. I.e. the first column will have...

3 meses ago | 1

| accepted

Answered

How to update weight of pre-trained network (Resnet50) using deep network designer

Hi, Deep Network Designer has no capability of editing Weights directly, this is normally done during the training process. Ho...

How to update weight of pre-trained network (Resnet50) using deep network designer

Hi, Deep Network Designer has no capability of editing Weights directly, this is normally done during the training process. Ho...

4 meses ago | 0

| accepted

Answered

GPU For Deep Learning Designer

Hi Nitish, Some questions to help debug this issue: What version of MATLAB are you using? What GPU? What NVIDIA library d...

GPU For Deep Learning Designer

Hi Nitish, Some questions to help debug this issue: What version of MATLAB are you using? What GPU? What NVIDIA library d...

5 meses ago | 0

Answered

How to get encoder and decoder parts of autoencoder in order to stack them?

Hi, That example is using the older Neural Networks functionalilty. I'd recommend looking at one of the examples using the ne...

How to get encoder and decoder parts of autoencoder in order to stack them?

Hi, That example is using the older Neural Networks functionalilty. I'd recommend looking at one of the examples using the ne...

5 meses ago | 0

| accepted

Answered

How to use ANN model as fitness function in genetic algorithm

Hi Rihan, Can I ask what in the model are you trying to optimize? Typically Optimization is used to determine the optimal para...

How to use ANN model as fitness function in genetic algorithm

Hi Rihan, Can I ask what in the model are you trying to optimize? Typically Optimization is used to determine the optimal para...

5 meses ago | 0

Answered

How to split a large image into many small images?

Hi Syed, I'd encourge you to use blockedImage along with blockedImagedatastore, it will help you perform the block operations f...

How to split a large image into many small images?

Hi Syed, I'd encourge you to use blockedImage along with blockedImagedatastore, it will help you perform the block operations f...

6 meses ago | 1

Answered

initialization of neural network in simulink

Hi, Are you looking to train a NN model directly from Simulink? Or run a pretrained model in Simulink? A typical workflow we ...

initialization of neural network in simulink

Hi, Are you looking to train a NN model directly from Simulink? Or run a pretrained model in Simulink? A typical workflow we ...

6 meses ago | 1

Answered

How can I install a MATLAB Toolbox from the command line without a GUI?

Hi Pablo, There are 2 ways which you could get VGG-16 from the command line: Approach1: This approach will get you the network...

How can I install a MATLAB Toolbox from the command line without a GUI?

Hi Pablo, There are 2 ways which you could get VGG-16 from the command line: Approach1: This approach will get you the network...

6 meses ago | 1

| accepted

Answered

Deep learning textbook or online course

Hi Omar, I'd recommend starting with our Deep Learning Onramp. David

Deep learning textbook or online course

Hi Omar, I'd recommend starting with our Deep Learning Onramp. David

6 meses ago | 0

Answered

Trained Series Network apply in SIMULINK

Hi Chuan-Yu, As of R2021a there is a stateful-classify block in Simulink. The Stateful Classify block predicts class labels for...

Trained Series Network apply in SIMULINK

Hi Chuan-Yu, As of R2021a there is a stateful-classify block in Simulink. The Stateful Classify block predicts class labels for...

6 meses ago | 0

| accepted

Answered

FLOPs of DAG neural network

Hi Dianxin, FLOPs is a performance measure that's not typically used for Deep Learning. Performance can be measured in many way...

FLOPs of DAG neural network

Hi Dianxin, FLOPs is a performance measure that's not typically used for Deep Learning. Performance can be measured in many way...

6 meses ago | 0

| accepted

Answered

Human Detection in MATLAB using Deep Learning (Neural networks)

Hi Mohammad, have you thought about using Object Detectors based on deep learning? This example shows how to use a pretrained o...

Human Detection in MATLAB using Deep Learning (Neural networks)

Hi Mohammad, have you thought about using Object Detectors based on deep learning? This example shows how to use a pretrained o...

6 meses ago | 0

Answered

Training neural network using parallel computing on high-performance computing (HPC) cluster.

Hi Pardhasai, MATLAB Parallel Server enables you to access all the cores on a cluster. It handles all the back end scheduling a...

Training neural network using parallel computing on high-performance computing (HPC) cluster.

Hi Pardhasai, MATLAB Parallel Server enables you to access all the cores on a cluster. It handles all the back end scheduling a...

7 meses ago | 1

| accepted

Answered

MATLAB Deep Learning Training with GPU using Neural Networks

Hi Mohammad, As you have pointed out with your application, some deep learning training tasks can take a long time. My suggesti...

MATLAB Deep Learning Training with GPU using Neural Networks

Hi Mohammad, As you have pointed out with your application, some deep learning training tasks can take a long time. My suggesti...

7 meses ago | 0

| accepted

Answered

LSTM encoder-decoder model

Hi Tomoohiro, See this example of how to perform Time Series Forecasting using LSTM in MATLAB. David

LSTM encoder-decoder model

Hi Tomoohiro, See this example of how to perform Time Series Forecasting using LSTM in MATLAB. David

7 meses ago | 0

Answered

Is there a way to create an LSTM Autoencoder for time-series data?

Hi Barry, Here's an example of using LSTM based Autoencoders on our GitHub page: Industrial Machinery Anomaly Detection using a...

Is there a way to create an LSTM Autoencoder for time-series data?

Hi Barry, Here's an example of using LSTM based Autoencoders on our GitHub page: Industrial Machinery Anomaly Detection using a...

7 meses ago | 1

Answered

How to prepare data for neural network scheduling problem?

Hi Jan, You can certaintly join them, but you'd likely need to add another column stating which machine they're from. Another...

How to prepare data for neural network scheduling problem?

Hi Jan, You can certaintly join them, but you'd likely need to add another column stating which machine they're from. Another...

7 meses ago | 0

| accepted

Answered

Is it possible to install matlab in a docker image?

In addition to GitHub, the MATLAB container is also now available in dockerhub! https://hub.docker.com/r/mathworks/matlab The...

Is it possible to install matlab in a docker image?

In addition to GitHub, the MATLAB container is also now available in dockerhub! https://hub.docker.com/r/mathworks/matlab The...

8 meses ago | 4

Answered

Does MathWorks support a Docker image for MATLAB? How do we create a Docker image with MATLAB installed?

In addition to GitHub, the MATLAB container is also now available in dockerhub! https://hub.docker.com/r/mathworks/matlab

Does MathWorks support a Docker image for MATLAB? How do we create a Docker image with MATLAB installed?

In addition to GitHub, the MATLAB container is also now available in dockerhub! https://hub.docker.com/r/mathworks/matlab

8 meses ago | 1

Submitted

Fault Detection Using Deep Learning Classification

This demo shows how to prepare, model, and deploy a deep learning LSTM based classification algorithm to identify the condition ...

8 meses ago | 76 downloads |

Submitted

Reinforcement Learning for Financial Trading

MATLAB example on how to use Reinforcement Learning for developing a financial trading model

8 meses ago | 46 downloads |

Answered

Research program support MathWorks

Hi John Navarro, MathWorks is active in supporting the Research community. Current and past partnerships have included collobor...

Research program support MathWorks

Hi John Navarro, MathWorks is active in supporting the Research community. Current and past partnerships have included collobor...

12 meses ago | 2

| accepted

Answered

Performance of GPU & CPU during deep learning

Hi Ali Al-Saegh, For training, you can use either the CPU or the GPU. For certain Deep Learning problems which can a long time ...

Performance of GPU & CPU during deep learning

Hi Ali Al-Saegh, For training, you can use either the CPU or the GPU. For certain Deep Learning problems which can a long time ...

alrededor de 1 año ago | 1

| accepted

Answered

Using deep learning parfor to predict in parfor get GPU out of memory issues

Hi Xiangxue Wang, 1. Set the 'ExecutionEnvironment'to 'cpu' in your predict function. Documentation on this can be found here. ...

Using deep learning parfor to predict in parfor get GPU out of memory issues

Hi Xiangxue Wang, 1. Set the 'ExecutionEnvironment'to 'cpu' in your predict function. Documentation on this can be found here. ...

alrededor de 1 año ago | 0

| accepted

Answered

Is Deep Learning HDL Toolbox supports custom board based on zynq-7000 XC7Z010

Hi, See this post for an answer. Regards, David Willingham - Deep Learning Product Manager - MathWorks

Is Deep Learning HDL Toolbox supports custom board based on zynq-7000 XC7Z010

Hi, See this post for an answer. Regards, David Willingham - Deep Learning Product Manager - MathWorks

alrededor de 1 año ago | 0

Answered

What are the common adopted training methods in deep convolutional neural network for image classification?

Hi, You can look to try any of the following pretrained models for Image Classification: Here is an example that works using...

What are the common adopted training methods in deep convolutional neural network for image classification?

Hi, You can look to try any of the following pretrained models for Image Classification: Here is an example that works using...

alrededor de 1 año ago | 1

| accepted

Answered

Neural Network Stock price prediction - Extremely accurate results

Hi, If the intent is to forecast price to make trading decisions, I suggest looking at this example on GitHub: Reinforcement L...

Neural Network Stock price prediction - Extremely accurate results

Hi, If the intent is to forecast price to make trading decisions, I suggest looking at this example on GitHub: Reinforcement L...

alrededor de 1 año ago | 0

Answered

how to convert python code to MATLAB?

Hi Min-seok Kim, For Deep Learning there are a few ways to import and export networks into MATLAB. MATLAB has a direct Tens...

how to convert python code to MATLAB?

Hi Min-seok Kim, For Deep Learning there are a few ways to import and export networks into MATLAB. MATLAB has a direct Tens...

alrededor de 1 año ago | 0

Answered

Why should I use Matlab Deep Learning Toolbox over Tensorflow?

Hi Haiming Wang, I’d like to provide an update to answer. MATLAB is used by Engineers and Scientists to develop, automate and i...

Why should I use Matlab Deep Learning Toolbox over Tensorflow?

Hi Haiming Wang, I’d like to provide an update to answer. MATLAB is used by Engineers and Scientists to develop, automate and i...

alrededor de 1 año ago | 3