Yu-Yuan Liu

StreamNet: Memory-Efficient Streaming Tiny Deep Learning Inference on the Microcontroller

With the emerging Tiny Machine Learning (TinyML) inference applications, there is a growing interest when deploying TinyML models on the low-power Microcontroller Unit (MCU). However, deploying TinyML models on MCUs reveals several challenges due to the MCU’s resource constraints, such as small flas…