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AI in Embedded Systems

February 24, 2020, to February 28, 2020
Continuing Education Center

Louis Giokas

Louis Giokas started out in the aerospace business holding positions in development and management. At General Electric Aerospace (now part of Lockheed Martin) he held positions of software engineer... More

This topic will cover a new approach to developing embedded systems which includes AI/Machine Learning (ML) as an element of the suite of tools available. As microcontroller devices become more powerful, these techniques are now within reach. We will look at the types of AI/ML algorithms available and appropriate in embedded systems. We will also look at how interaction with higher level systems, such as cloud analytics, can be integrated to create systems that evolve and improve over time and space.

February 27 - Day 4 - Systems

Embedded systems are just that—systems that interact with the environment and other systems in a complex way. This includes cloud computing resources, edge processing and the communications to tie it all together. We will look at new devices and capabilities in this area.
February 27, 2020 - 2:00pm EST

February 26 - Day 3 - Toolkit: Hardware

The other side of the system is the hardware. We will discuss the advances in hardware that make the implementation of AI/ML in embedded systems. This is a fast-moving area driven by improvements in areas such as memory capacity, processor speed and new processor types.
February 26, 2020 - 2:00pm EST

February 25 - Day 2 - Toolkit: Algorithms

We will review in detail the algorithmic landscape making up the software and analytic side of the system. This class will provide an overview of the topic of AI/ML and some history, as well as examples of detailed algorithms.
February 25, 2020 - 2:00pm EST

February 24 - Day 1 - Overview and Requirements

In this class we look at the environment we are considering and the requirements for such systems. Overall AI approaches will be outlined. The types of devices available that make the use of AI in embedded systems will be reviewed, as well as some of the expanded capabilities brought in by cloud...
February 24, 2020 - 2:00pm EST
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