The year 2011 marked an important transition for FPGA high-level synthesis (HLS), as it
went from prototy** to deployment. A decade later, in this article, we assess the progress …

FPGA-based accelerators are increasingly popular across a broad range of applications,
because they offer massive parallelism, high energy efficiency, and great flexibility for …

On the road to making self-driving cars a reality, academic and industrial researchers are
working hard to continue to increase safety while meeting technical and regulatory …

The k-nearest neighbors (KNN) algorithm is an essential algorithm in many applications,
such as similarity search, image classification, and database query. With the rapid growth in …

With the public availability of FPGAs from major cloud service providers like AWS, Alibaba,
and Nimbix, hardware and software developers can now easily access FPGA platforms …

The k-nearest neighbors (KNN) algorithm is an essential algorithm in many applications,
such as similarity search, image classification, and database query. With the rapid growth in …

Despite the trend of incorporating heterogeneity and specialization in hardware, the
development of heterogeneous applications is limited to a handful of engineers with deep …

In recent years, there has been increasing adoption of FPGAs in datacenters as hardware
accelerators, where a large population of end users are software developers. While high …

FPGA vendors provide OpenCL software development kits for easier programmability, with
the goal of replacing the time-consuming and error-prone register-transfer level (RTL) …

Heterogeneous computing with field-programmable gate-arrays (FPGAs) has demonstrated
orders of magnitude improvement in computing efficiency for many applications. However …