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A survey on run-time power monitors at the edge
Effectively managing energy and power consumption is crucial to the success of the design
of any computing system, hel** mitigate the efficiency obstacles given by the downsizing …
of any computing system, hel** mitigate the efficiency obstacles given by the downsizing …
High-level synthesis design space exploration: Past, present, and future
This article presents a survey of the different modern high-level synthesis (HLS) design
space exploration (DSE) techniques that have been proposed so far to automatically …
space exploration (DSE) techniques that have been proposed so far to automatically …
Sharing, protection, and compatibility for reconfigurable fabric with {AmorphOS}
Cloud providers such as Amazon and Microsoft have begun to support on-demand FPGA
acceleration in the cloud, and hardware vendors will support FPGAs in future processors. At …
acceleration in the cloud, and hardware vendors will support FPGAs in future processors. At …
Machsuite: Benchmarks for accelerator design and customized architectures
Recent high-level synthesis and accelerator-related architecture papers show a great
disparity in workload selection. To improve standardization within the accelerator research …
disparity in workload selection. To improve standardization within the accelerator research …
Compilergym: Robust, performant compiler optimization environments for ai research
Interest in applying Artificial Intelligence (AI) techniques to compiler optimizations is
increasing rapidly, but compiler research has a high entry barrier. Unlike in other domains …
increasing rapidly, but compiler research has a high entry barrier. Unlike in other domains …
In defense of soft-assignment coding
In object recognition, soft-assignment coding enjoys computational efficiency and
conceptual simplicity. However, its classification performance is inferior to the newly …
conceptual simplicity. However, its classification performance is inferior to the newly …
Fast and accurate estimation of quality of results in high-level synthesis with machine learning
While high-level synthesis (HLS) offers sophisticated techniques to optimize designs for
area and performance, HLS-estimated resource usage and timing often deviate significantly …
area and performance, HLS-estimated resource usage and timing often deviate significantly …
Pyramid: Machine learning framework to estimate the optimal timing and resource usage of a high-level synthesis design
The emergence of High-Level Synthesis (HLS) tools shifted the paradigm of hardware
design by making the process of map** high-level programming languages to hardware …
design by making the process of map** high-level programming languages to hardware …
Exploring missed optimizations in webassembly optimizers
The prosperous trend of deploying complex applications to web browsers has boosted the
development of WebAssembly (wasm) compilation toolchains. Software written in different …
development of WebAssembly (wasm) compilation toolchains. Software written in different …
S2cbench: Synthesizable systemc benchmark suite for high-level synthesis
High-level synthesis (HLS) is being increasingly used for commercial VLSI designs. This has
led to the proliferation of many HLS tools. In order to evaluate their performance and …
led to the proliferation of many HLS tools. In order to evaluate their performance and …