Qeexo AutoML Enables Machine Learning on Arm Cortex-M0 and Cortex-M0+

By Tiera Oliver

Associate Editor

Embedded Computing Design

September 10, 2020

News

Qeexo AutoML Enables Machine Learning on Arm Cortex-M0 and Cortex-M0+

Qeexo AutoML platform now supports machine learning on Arm Cortex-M0 and Cortex-M0+ processors.

Qeexo, developer of an automated machine learning (ML) platform that accelerates the deployment of tinyML at the edge, announced that its Qeexo AutoML platform now supports machine learning on Arm Cortex-M0 and Cortex-M0+ processors.

According to the company, the Arm Cortex-M0 processor is the smallest Arm processor available, and the Cortex-M0+ processor builds on Cortex-M0 while further reducing energy consumption and increasing performance. Per the company, Qeexo is the first company to automate adding machine learning to a processor of this size. The Cortex-M0 and Cortex-M0+ processors are designed for smart and connected embedded applications, and are ideal for use in simple, cost-sensitive devices due to the lower power-consumption and ability to extend the battery life of critical use cases such as activity trackers.  

Machine learning models built with Qeexo AutoML are optimized and have a small memory footprint. Models are designed to run locally on embedded devices, ideal for low-power, low-latency applications on MCUs and other constrained platforms. 

The list of machine learning algorithms supported on Qeexo AutoML currently include: GBM, XGBoost, Random Forest, Logistic Regression, Decision Tree, SVM, CNN, RNN, CRNN, ANN, Local Outlier Factor, and Isolation Forest. Several hardware platforms from Arduino, Renesas, and STMicroelectronics work with Qeexo AutoML out-of-the-box.

For more information, visit: https://qeexo.com/

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Tiera Oliver, Associate Editor for Embedded Computing Design, is responsible for web content edits, product news, and constructing stories. She also assists with newsletter updates as well as contributing and editing content for ECD podcasts and the ECD YouTube channel. Before working at ECD, Tiera graduated from Northern Arizona University where she received her B.S. in journalism and political science and worked as a news reporter for the university’s student led newspaper, The Lumberjack.

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