SDAA429
June 2026
MSPM0G5187
1
Abstract
Trademarks
1
Introduction
2
MSPM0G5187 with TinyEngine NPU
3
Edge AI Toolchains
3.1
TI Edge AI Studio
3.2
TI Tiny ML Tensorlab
3.3
TI Neural Network Compiler
4
Edge AI Application: Digit Recognition
4.1
LeNet-5 Variant CNN Model
4.2
NPU/CPU Performance Comparison
5
Edge AI Application: Waveform Classifier
5.1
Feature Extraction
5.2
Time-Series Classification Model
5.3
Model Memory Considerations
5.4
NPU/CPU Performance Comparison
6
Summary
7
References
Application Note
Using MSPM0G5187 in Edge Artificial Intelligence Applications