Bench Talk

Bench Talk for Design Engineers | The Official Blog of Mouser Electronics

New Tech Tuesdays: TinyML in Your Toothbrush: Why AI at the Edge Is Getting Smaller (and Smarter)

On October 14, 2025 in All, Computing, General, IoT, Low Power, Medical, New Tech Tuesdays, Sensors by Mouser Technical Content Staff

TinyML and edge AI are helping improve oral health by making smart toothbrushes possible. See how compact sensors, ultra-low-power MCUs, and ML techniques enable on-device analysis and feedback.

Tagged With: IoT, machine learning, sensors, edge AI, embedded AI, Melexis MLX90427, microcontrollers, smart toothbrush, TinyML, ultra-low-power

Edge Impulse Fundamentals Part One

On April 28, 2023 in All, Computing, Dev Tools, General, Open Source by Mike Parks

Edge Impulse significantly reduces the workflow complexity of adding machine learning (ML) technology to products. Part one of the Edge Impulse Fundamentals series focuses on capturing the data that drives machine learning models.

Tagged With: data processing, edge impulse, inferencing, machine learning, ml, tinyml

AI on the Edge: Microchip and Embedded Machine Learning

On February 12, 2021 in All, Computing by Mike Parks

Machine learning is giving rise to a new generation of automation technologies in terms of scale and capability. Integrating ML into new or existing products has never been easier. Microchip’s powerful combination of 32-bit microcontrollers and MPLAB X Integrated Development Environment (IDE) empowers you to go from idea to product fast.

Tagged With: 32-bit, automation, machine learning, microchip, microcontroller, microprocessor, mplab, neural network, tinyml

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Bench Talk for Design Engineers | The Official Blog of Mouser Electronics

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