270 citations · 324 across the 3 of their papers we have counts for
3 papers
cs.CV2021★ 50 cited
MCUNetV2: Memory-Efficient Patch-based Inference for Tiny Deep Learning
Ji Lin, Wei-Ming Chen, Han Cai +2
Tiny deep learning on microcontroller units (MCUs) is challenging due to the limited memory size. We find that the memory bottleneck is due to the imbalanced memory distribution in…
cs.CV2020★ 270 cited
MCUNet: Tiny Deep Learning on IoT Devices
Ji Lin, Wei-Ming Chen, Yujun Lin +3
Machine learning on tiny IoT devices based on microcontroller units (MCU) is appealing but challenging: the memory of microcontrollers is 2-3 orders of magnitude smaller even than…
cs.OS2019★ 4 cited
Enabling Failure-resilient Intermittent Systems Without Runtime Checkpointing
Wei-Ming Chen, Tei-Wei-Kuo, Pi-Cheng Hsiu
Self-powered intermittent systems typically adopt runtime checkpointing as a means to accumulate computation progress across power cycles and recover system status from power failu…