Intelligence Beyond the Edge: Inference on Intermittent Embedded Systems

28 September 2018

Papers citing "Intelligence Beyond the Edge: Inference on Intermittent Embedded Systems"

14 / 14 papers shown

Title
Revisiting DNN Training for Intermittently-Powered Energy-Harvesting Micro-Computers Cyan Subhra Mishra Deeksha Chaudhary Jack Sampson Mahmut Taylan Knademir Chita R. Das 45 0 0 28 Jan 2025
DTMM: Deploying TinyML Models on Extremely Weak IoT Devices with Pruning Lixiang Han Zhen Xiao Zhenjiang Li 43 5 0 17 Jan 2024
Real-time Neural Network Inference on Extremely Weak Devices: Agile Offloading with Explainable AI Kai Huang Wei Gao 27 35 0 21 Dec 2023
Accuracy-Guaranteed Collaborative DNN Inference in Industrial IoT via Deep Reinforcement Learning Wen Wu Peng Yang Weiting Zhang Conghao Zhou Xuemin X. Shen 24 103 0 31 Dec 2022
A Survey on Collaborative DNN Inference for Edge Intelligence Weiqing Ren Yuben Qu Chao Dong Yuqian Jing Hao Sun Qihui Wu Song Guo 36 49 0 16 Jul 2022
EVE: Environmental Adaptive Neural Network Models for Low-power Energy Harvesting System Sahidul Islam Shangli Zhou Ran Ran Yufang Jin Wu-Shao Wen Caiwen Ding Mimi Xie 34 9 0 14 Jul 2022
Machine Learning for Microcontroller-Class Hardware: A Review Swapnil Sayan Saha S. Sandha Mani B. Srivastava 34 118 0 29 May 2022
Update Compression for Deep Neural Networks on the Edge Bo Chen A. Bakhshi Gustavo E. A. P. A. Batista Brian Ng Tat-Jun Chin 31 17 0 09 Mar 2022
AI for Next Generation Computing: Emerging Trends and Future Directions S. Gill Minxian Xu Carlo Ottaviani Panos Patros Rami Bahsoon ... R. Sakellariou Schahram Dustdar Omer F. Rana Ivona Brandić Steve Uhlig 25 391 0 05 Mar 2022
Towards Battery-Free Machine Learning and Inference in Underwater Environments Yuchen Zhao Sayed Saad Afzal Waleed Akbar Osvy Rodriguez Fan Mo David E. Boyle Fadel M. Adib Hamed Haddadi 3DV 27 19 0 16 Feb 2022
Towards Homomorphic Inference Beyond the Edge Salonik Resch Z. Chowdhury Husrev Cilasun Masoud Zabihi Zhengyang Zhao Jianping Wang S. Sapatnekar Ulya R. Karpuzcu 16 1 0 10 Dec 2021
Enabling Fast Deep Learning on Tiny Energy-Harvesting IoT Devices Sahidul Islam Jieren Deng Shangli Zhou Chen Pan Caiwen Ding Mimi Xie 42 19 0 28 Nov 2021
Bringing AI To Edge: From Deep Learning's Perspective Di Liu Hao Kong Xiangzhong Luo Weichen Liu Ravi Subramaniam 52 116 0 25 Nov 2020
ALERT: Accurate Learning for Energy and Timeliness Chengcheng Wan M. Santriaji E. Rogers H. Hoffmann Michael Maire Shan Lu AI4CE 48 40 0 31 Oct 2019