In this community review report, we discuss applications and techniques for fast machine
learning (ML) in science—the concept of integrating powerful ML methods into the real-time …

Field Programmable Gate Arrays (FPGAs) are spatial architectures with a heterogeneous
reconfigurable fabric. They are state-of-the-art for prototy**, telecommunications …

Field-programmable gate arrays (FPGAs) provide an opportunity to co-design applications
with hardware accelerators, yet they remain difficult to program. High-level synthesis (HLS) …

Modular design is a key challenge for enabling large-scale reuse of hardware modules.
Unlike software, however, hardware designs correspond to physical circuits and inherit …

In this article, we present PyMTL3, a Python framework for open-source hardware modeling,
generation, simulation, and verification. In addition to compelling benefits from using the …

Neural network models, celebrated for their outstanding scalability and computational
capabilities, have demonstrated remarkable performance across various fields such as …

The article presents a performance analysis of fully automated, in-house developed 2D
ultrasound computerized tomography systems using different programming languages. The …

Hardware simulation is a critical tool for design, but its slow speed often bottlenecks the
entire design process. Although most signals in a digital design rarely change, most leading …

The hardware research and development communities have invested heavily in tools and
materials that facilitate the design and prototy** of electronic devices. Numerous easy-to …

Domain-specific languages for hardware can significantly enhance designer productivity,
but sometimes at the cost of ease of verification. On the other hand, ISA specification …