On-Device DNN Training
Demo of on-device DNN training of an animal classification dataset with 10 classes on a STM32H743VI ARM Cortex-M7 microcontroller (OpenMV H7 R2).
On-Device Training of Fully Quantized Deep Neural Networks on Cortex-M Microcontrollers
Deutel, M., Hannig, F., Mutschler, C., & Teich, J. (2024). On-Device Training of Fully Quantized Deep Neural Networks on Cortex-M Microcontrollers, in IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems.