David Willingham
MathWorks
Deep Learning Product Manager
Statistics
RANK
434
of 239.161
REPUTATION
136
CONTRIBUTIONS
0 Questions
30 Answers
ANSWER ACCEPTANCE
0.00%
VOTES RECEIVED
42
RANK
606 of 16.802
REPUTATION
2.686
AVERAGE RATING
4.50
CONTRIBUTIONS
11 Files
DOWNLOADS
169
ALL TIME DOWNLOADS
22070
CONTRIBUTIONS
0 Posts
CONTRIBUTIONS
0 Public Channels
AVERAGE RATING
CONTRIBUTIONS
0 Highlights
AVERAGE NO. OF LIKES
Contribute at least one answer each month for 3 consecutive months
Awarded to David Willingham on 02 Nov 2020
3 of your answers have been accepted
Awarded to David Willingham on 08 Oct 2020
Answer 3 questions that were unanswered for more than 30 days
Awarded to David Willingham on 30 Sep 2020
Provide your first answer ever to someone else's question
Awarded to David Willingham on 19 Aug 2020
Your submissions were downloaded 250 or more times in a month
Awarded to David Willingham on 01 May 2020
Have 3 submissions connected to GitHub
Awarded to David Willingham on 20 Mar 2020
Your submissions received 25 five star ratings
Awarded to David Willingham on 22 Jan 2020
Publish your first review
Awarded to David Willingham on 09 Oct 2019
Publish your first submission
Awarded to David Willingham on 09 Oct 2019
Content Feed
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...
3 Tage ago | 0
| accepted
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...
18 Tage ago | 0
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...
etwa ein Monat ago | 0
| accepted
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...
etwa ein Monat ago | 0
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...
etwa ein Monat ago | 1
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 ...
etwa ein Monat ago | 1
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...
etwa 2 Monate ago | 1
| accepted
Deep learning textbook or online course
Hi Omar, I'd recommend starting with our Deep Learning Onramp. David
etwa 2 Monate ago | 0
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...
2 Monate ago | 0
| accepted
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...
2 Monate ago | 0
| accepted
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...
2 Monate ago | 0
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...
2 Monate ago | 1
| accepted
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...
3 Monate ago | 0
| accepted
LSTM encoder-decoder model
Hi Tomoohiro, See this example of how to perform Time Series Forecasting using LSTM in MATLAB. David
3 Monate ago | 0
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...
3 Monate ago | 1
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...
3 Monate ago | 0
| accepted
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
4 Monate ago | 3
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
4 Monate 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 ...
4 Monate ago | 60 downloads |
Submitted
Reinforcement Learning for Financial Trading
MATLAB example on how to use Reinforcement Learning for developing a financial trading model
4 Monate ago | 35 downloads |
Research program support MathWorks
Hi John Navarro, MathWorks is active in supporting the Research community. Current and past partnerships have included collobor...
8 Monate ago | 2
| accepted
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 ...
9 Monate ago | 1
| accepted
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. ...
10 Monate ago | 0
| accepted
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
10 Monate ago | 0
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...
10 Monate ago | 1
| accepted
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...
10 Monate ago | 0
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...
10 Monate ago | 0
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...
10 Monate ago | 2
How can I install Deep Learning Toolbox without reinstall the complete Matlab software?
Hi Luis, This is odd, and the toolbox should install properly if you have version lined up with the version of MATLAB you have...
10 Monate ago | 0
How can I use TensorFlow library from matlab environment?
Hi, MATLAB supports Framework Interoperability with TensorFlow with a direct importer via importTensorFlowNetwork and importTe...
11 Monate ago | 0
