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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...
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Chapter and Conference Paper
Development and Prospect of Spaceborne Infrared Fourier Spectrometer
The satellite-borne infrared Fourier spectrometer is one of the main infrared remote sensing instruments mounted on meteorological satellites. It can detect the vertical distribution of parameters such as larg...
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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
Optimal Dynamic Data Layouts for 2D FFT on 3D Memory Integrated FPGA
FPGAs have been widely used for accelerating various applications. For many data intensive applications, the memory bandwidth can limit the performance. 3D memories with through-silicon-via connections provide...
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Chapter and Conference Paper
Hierarchy Modeling and Co-simulation of a Dynamically Coarse-Grained Reconfigurable Architecture
This paper presents a SystemC cycle-accurate simulator, called REmulator, for a dynamically coarse-grained reconfigurable architecture template. By hierarchy modeling, REmulator can either be used at transacti...
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Chapter and Conference Paper
An Interpolatory Subdivision Scheme for Triangular Meshes and Progressive Transmission
This paper proposes a new interpolatory subdivision scheme for triangular meshes that produces C 1 continuous limit surfaces for both regular and irregular settings. The limit surfaces als...