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ORCIDMimi Xie
Publications
- 2025
[j14]Wei Wei
, Chen Pan, Sahidul Islam, Jishnu Banerjee, Shyamala Palanisamy, Mimi Xie:
Intermittent OTA Code Update Framework for Tiny Energy Harvesting Devices. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 44(1): 77-90 (2025)- 2024
- [c33]Jishnu Banerjee, Sahidul Islam, Wei Wei, Chen Pan, Mimi Xie:
Autotile: Autonomous Task-tiling for Deep Inference on Battery-less Embedded System. ACM Great Lakes Symposium on VLSI 2024: 323-327 - [c32]Sahidul Islam, Seth Klupka, Ramin Mohammadi, Yu-Fang Jin, Mimi Xie:
Deep Learning Based IoT System for Real-time Traffic Risk Notifications. ISQED 2024: 1-6 - [c31]Wei Wei, Jishnu Banerjee, Sahidul Islam, Chen Pan, Mimi Xie:
Energy-aware Incremental OTA Update for Flash-based Batteryless IoT Devices. ISVLSI 2024: 51-56 - [i11]Wei Wei, Jishnu Banerjee, Sahidul Islam, Chen Pan, Mimi Xie:
Energy-aware Incremental OTA Update for Flash-based Batteryless IoT Devices. CoRR abs/2406.12189 (2024) - 2023
- [c28]Ya-sine Agrignan, Shanglin Zhou, Jun Bai, Sahidul Islam, Sheida Nabavi, Mimi Xie, Caiwen Ding:
A Deep Learning Approach for Ventricular Arrhythmias Classification using Microcontroller. ISQED 2023: 1-5 - 2022
- [c23]Sahidul Islam, Jieren Deng, Shanglin Zhou, Chen Pan, Caiwen Ding, Mimi Xie:
Enabling Fast Deep Learning on Tiny Energy-Harvesting IoT Devices. DATE 2022: 921-926 - [c21]Sahidul Islam, Shanglin Zhou, Ran Ran, Yufang Jin, Wujie Wen, Caiwen Ding, Mimi Xie:
EVE: Environmental Adaptive Neural Network Models for Low-Power Energy Harvesting System. ICCAD 2022: 35:1-35:9 - [c19]Wei Wei, Sahidul Islam, Jishnu Banerjee, Shanglin Zhou, Chen Pan, Caiwen Ding, Mimi Xie:
An Intermittent OTA Approach to Update the DL Weights on Energy Harvesting Devices. ISQED 2022: 1-6 - [i6]Sahidul Islam, Shanglin Zhou, Ran Ran, Yufang Jin, Wujie Wen, Caiwen Ding, Mimi Xie:
EVE: Environmental Adaptive Neural Network Models for Low-power Energy Harvesting System. CoRR abs/2207.09258 (2022) - 2021
- [c18]Hongwu Peng, Shanglin Zhou, Scott Weitze, Jiaxin Li, Sahidul Islam, Tong Geng, Ang Li, Wei Zhang, Minghu Song, Mimi Xie, Hang Liu, Caiwen Ding:
Binary Complex Neural Network Acceleration on FPGA : (Invited Paper). ASAP 2021: 85-92 - [c17]Jishnu Banerjee, Sahidul Islam, Wei Wei, Chen Pan, Dakai Zhu, Mimi Xie:
Memory-aware Efficient Deep Learning Mechanism for IoT Devices. ASAP 2021: 187-194 - [i4]Hongwu Peng, Shanglin Zhou, Scott Weitze, Jiaxin Li, Sahidul Islam, Tong Geng, Ang Li, Wei Zhang, Minghu Song, Mimi Xie, Hang Liu, Caiwen Ding:
Binary Complex Neural Network Acceleration on FPGA. CoRR abs/2108.04811 (2021) - [i2]Sahidul Islam, Jieren Deng, Shanglin Zhou, Chen Pan, Caiwen Ding, Mimi Xie:
Enabling Super-Fast Deep Learning on Tiny Energy-Harvesting IoT Devices. CoRR abs/2111.14051 (2021)
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