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Enhancing Energy-efficiency by Solving the Throughput Bottleneck of LSTM Cells for Embedded FPGAs.

, , and . CoRR, (2023)

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Self-Guided Evolution Strategies with Historical Estimated Gradients., , and . IJCAI, page 1474-1480. ijcai.org, (2020)Scheduled for July 2020, Yokohama, Japan, postponed due to the Corona pandemic..On-Device Soft Sensors: Real-Time Fluid Flow Estimation from Level Sensor Data., , and . CoRR, (2023)Robust Neural Network Pruning by Cooperative Coevolution., , , and . PPSN (1), volume 13398 of Lecture Notes in Computer Science, page 459-473. Springer, (2022)Selection Hyper-heuristics Can Provably Be Helpful in Evolutionary Multi-objective Optimization., , and . PPSN, volume 9921 of Lecture Notes in Computer Science, page 835-846. Springer, (2016)Multi-objective Evolutionary Ensemble Pruning Guided by Margin Distribution., , , and . PPSN (1), volume 13398 of Lecture Notes in Computer Science, page 427-441. Springer, (2022)Dynamic and Adaptive Threshold for DNN Compression from Scratch., , and . SEAL, volume 10593 of Lecture Notes in Computer Science, page 858-869. Springer, (2017)Energy Efficient LSTM Accelerators for Embedded FPGAs Through Parameterised Architecture Design., , and . ARCS, volume 13949 of Lecture Notes in Computer Science, page 3-17. Springer, (2023)ElasticAI: Creating and Deploying Energy-Efficient Deep Learning Accelerator for Pervasive Computing., , and . PerCom Workshops, page 297-299. IEEE, (2023)Unsupervised Feature Selection by Pareto Optimization., , and . AAAI, page 3534-3541. AAAI Press, (2019)A Self-adaptive Feedback Handoff Algorithm Based Decision Tree for Internet of Vehicles., , , , , and . ADHOCNETS, volume 258 of Lecture Notes of the Institute for Computer Sciences, Social Informatics and Telecommunications Engineering, page 177-190. Springer, (2018)