Deeploy: Enabling Energy-Efficient Deployment of Small Language Models on Heterogeneous Microcontrollers.
IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., November, 2024
Distilling Tiny and Ultrafast Deep Neural Networks for Autonomous Navigation on Nano-UAVs.
IEEE Internet Things J., October, 2024
Toward Attention-based TinyML: A Heterogeneous Accelerated Architecture and Automated Deployment Flow.
CoRR, 2024
Distilling Tiny and Ultra-fast Deep Neural Networks for Autonomous Navigation on Nano-UAVs.
CoRR, 2024
WIP: Automatic DNN Deployment on Heterogeneous Platforms: the GAP9 Case Study.
Proceedings of the International Conference on Compilers, 2023