Hands On II

Implementation of neural networks on resource-constrained microcontrollers for sensor applications

Date:
14.09.2022, 10:30 - 12:00 and 13:30 - 15:00
Duration:
2 x 90 minutes
Location:
H 0.007

Abstract

The workshop covers how machine learning with artificial neural networks (ANNs) can be used in sensor modules with low-cost, low-power microcontrollers. A sensor module with light sensors for the recognition of simple hand gestures with microcontroller ATMega4809 (6 kB RAM, 20 MHz) serves as use case. In addition to theoretical lecturing and practical demonstrations, the workshop includes a practical exercise on computers in which ANNs are trained and used in Python (with Keras / Tensorflow).

Due to the practical part the number of participants is limited to 12.

Prof. Volker Turau
Institute of Telematics
Dr. Marcus Venzke
Institute of Telematics