Before revision:  The scaled models are deployed on a commercial Cortex-M4F MCU taking 101ms and consuming 1.9 mJ per inference for operating the smallest model, and on a Cortex-M7 with 44ms and 6.2 mJ per inference for the medium-sized model, enabling a fully autonomous, wearable, and accurate low-power BCI.
After revision:  The scaled models are deployed on a commercial Cortex-M4F MCU taking 101ms and consuming 4.28 mJ per inference for operating the smallest model, and on a Cortex-M7 with 44ms and 6.2 mJ per inference for the medium-sized model, enabling a fully autonomous, wearable, and accurate low-power BCI.