Welcome to our AI with Model-Based Design workshop! This hands-on experience is designed to empower you with the knowledge and skills to develop AI models using MATLAB and Simulink. Whether you're a beginner or an experienced user, this workshop will introduce you to essential tools and methodologies for AI development within Model-Based Design.
Throughout this workshop, you will engage in three comprehensive chapters, each featuring hands-on exercises to solidify your understanding:
- Design and Train a Neural Network: Learn how to create a feedforward neural network and integrate it into a Simulink simulation.
- Integrate PyTorch Models: Discover how to import a model from PyTorch and seamlessly integrate it into Simulink.
- Model Compression and Code Generation: Compress an LSTM model using projection, generate C/C++ code from Simulink with Embedded Coder, and profile its performance.
- MATLAB Online: This workshop is designed to be delivered on MATLAB Online, ensuring you have the necessary tools without the need for local installations.
- On-Site Participants: If attending an on-site session, please bring your laptop and ensure you have the Google Chrome browser installed.
Embark on your AI development journey with MATLAB and Simulink today! Register for our hands-on workshop with your local sales representative and take the first step towards mastering AI applications with Model-Based Design.
- MATLAB®
- Simulink®
- Deep Learning Toolbox™
- Embedded Coder®
- MATLAB Coder™
- Simulink Coder™
- Statistics and Machine Learning Toolbox™
- MATLAB Coder Interface for Deep Learning
- Deep Learning Toolbox Converter for PyTorch Model Format
- Deep Learning Toolbox Model Compression Library
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