Answered

How do I create a 1D CNN

Hi, as of R201b, you can create and train deep learning networks with 1-D convolution and pooling layers for sequence and time s...

How do I create a 1D CNN

Hi, as of R201b, you can create and train deep learning networks with 1-D convolution and pooling layers for sequence and time s...

4 months ago | 1

Answered

Steps necessary to setup RTX A5000 on Matlab 2019.b or 2020.a

Hi Michel, Full support for Ampere is only available as of R2021a: https://mathworks.com/help/parallel-computing/gpu-support-b...

Steps necessary to setup RTX A5000 on Matlab 2019.b or 2020.a

Hi Michel, Full support for Ampere is only available as of R2021a: https://mathworks.com/help/parallel-computing/gpu-support-b...

4 months ago | 0

Answered

Matlab internal error running documentation example

Hi Luke, The example runs fine on my machine running R2021a. What version of MATLAB are you using? (>> ver) David

Matlab internal error running documentation example

Hi Luke, The example runs fine on my machine running R2021a. What version of MATLAB are you using? (>> ver) David

4 months ago | 0

Answered

How visual speech recognition is done using CNN and LSTM in Matlab?

Hi Shilpa, Here is a good starting page to learning about how Deep Learning can be used in Audio Processing: https://www.mathw...

How visual speech recognition is done using CNN and LSTM in Matlab?

Hi Shilpa, Here is a good starting page to learning about how Deep Learning can be used in Audio Processing: https://www.mathw...

4 months ago | 0

Answered

How do I import yolov3 onnx model into MATLAB?

Hi Alex, Have you seen that there is access to yolov3 in matlab? https://www.mathworks.com/help/vision/ug/object-detection-usi...

How do I import yolov3 onnx model into MATLAB?

Hi Alex, Have you seen that there is access to yolov3 in matlab? https://www.mathworks.com/help/vision/ug/object-detection-usi...

4 months ago | 0

Answered

How can i obtain a Narx block in Simulink independent from the sample time of the identified neural network?

Marco, As the NNet is trained on a specific sample time, it's likely not going to predict well at different sample times. My re...

How can i obtain a Narx block in Simulink independent from the sample time of the identified neural network?

Marco, As the NNet is trained on a specific sample time, it's likely not going to predict well at different sample times. My re...

4 months ago | 1

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...

5 months 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...

5 months 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...

6 months 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...

7 months 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...

7 months 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...

7 months 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...

7 months 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 ...

7 months 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...

8 months 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

8 months 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...

8 months 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...

8 months 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...

8 months 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...

9 months 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...

9 months 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

9 months 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...

9 months 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...

9 months 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...

10 months 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

10 months 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 ...

10 months ago | 69 downloads |

Submitted

Reinforcement Learning for Financial Trading

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

10 months ago | 50 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...

1 year 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 ...

1 year ago | 1

| accepted