Projects and News

Ultra-tiny Neuton Neural Networks at Sensors Converge 2023

The Sensors Converge 2023 event brought together the sensors and electronics community from June 20 to 22. We were thrilled to address the thousands of attendees and industry leaders and share our expertise. Our CTO, Blair Newman, delivered a speech titled "Automatic Design of Ultra-tiny ML Models for Intelligent Sensors," which left a lasting impression on the audience.

Additionally, in partnership with Bosch Sensortec we demonstrated the Human Activity Recognition model deployed directly into the sensor with a size of only 0.3 Kb and 98% accuracy. This model can recognize 6 classes of activity while employing the most optimal size-to-accuracy ratio with an exceptionally small footprint while being deployed into a low-power resource-constrained Intelligent sensor. Our cutting-edge technology received widespread recognition, and we are proud to have showcased our innovation at such a prestigious event. 

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