Reconfigurable architectures have gained popularity in recent years as they allow the design of energy-efficient accelerators. Fine-grain fabrics (eg FPGAs) have traditionally …
Energy consumed for transferring data across the processor memory hierarchy constitutes a large fraction of total system energy consumption, and this fraction has steadily increased …
With the end of both Dennard's scaling and Moore's law, computer users and researchers are aggressively exploring alternative forms of computing in order to continue the …
H Ye, C Hao, J Cheng, H Jeong… - … symposium on high …, 2022 - ieeexplore.ieee.org
High-level synthesis (HLS) has been widely adopted as it significantly improves the hardware design productivity and enables efficient design space exploration (DSE). Existing …
Demand for low-power data processing hardware continues to rise inexorably. Existing programmable and" general purpose" solutions (eg. SIMD, GPGPUs) are insufficient, as …
Coarse-grain reconfigurable arrays (CGRAs) can achieve much higher performance and efficiency than general-purpose cores, approaching the performance of a specialized design …
Ultra-low-power (ULP) devices are becoming pervasive, enabling many emerging sensing applications. Energy-efficiency is paramount in these applications, as efficiency determines …
With slowing technology scaling, specialized accelerators are increasingly attractive solutions to continue expected generational scaling of performance. However, in order to …
Emerging sensing applications create an unprecedented need for energy efficiency in programmable processors. To achieve useful multi-year deployments on a small battery or …