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Robust and Energy Efficient Deep Learning Systems
Due to their unprecedented capability to discover patterns in data, Deep Learning (DL) algorithms have emerged as a powerful and dominant set of techniques for solving challenging problems that fall under the domain of Artificial Intelligence (AI). The models trained using these algorithms, i.e., Deep Neural Networks (DNNs), are nowadays being used in ...openaire +1 more source
Age-Energy Efficiency in WPCNs: A Deep Reinforcement Learning Approach
IEEE INFOCOM 2022 - IEEE Conference on Computer Communications Workshops (INFOCOM WKSHPS), 2022Haina Zheng +4 more
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Energy-Efficient Deep Learning: Challenges and Opportunities Slides
2018SSCS ...
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Energy Efficiency Optimization in LoRa Networks—A Deep Learning Approach
IEEE Transactions on Intelligent Transportation Systems, 2023Lam-Thanh Tu +5 more
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Machine Learning in Epigenetic Diseases
Medical Epigenetics, 2021Robert E Akins, Karyn Robinson
exaly
Efficient Deep Learning: A Survey on Making Deep Learning Models Smaller, Faster, and Better
ACM Computing Surveys, 2023Gaurav Menghani
exaly
M2C: Energy efficient mobile cloud system for deep learning
2014 IEEE Conference on Computer Communications Workshops (INFOCOM WKSHPS), 2014Kai Sun +4 more
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A Game-Based Deep Reinforcement Learning Approach for Energy-Efficient Computation in MEC Systems
Knowledge-Based Systems, 2022Anfeng Liu, Wei Liu, Miaojiang Chen
exaly