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Chapter and Conference Paper
DRAM Row Activation Energy Optimization for Stride Memory Access on FPGA-Based Systems
FPGA-based systems consisting external memory have been extensively employed in data intensive applications such as signal, image, and network processing. Memory energy is a dominating factor in the overall sy...
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Chapter and Conference Paper
A Novel State Space Exploration Method for the Sparse-Reward Reinforcement Learning Environment
Sparse-reward reinforcement learning environments pose a particular challenge because the agent receives infrequent rewards, making it difficult to learn an optimal policy. In this paper, we propose NSSE, a no...