Modulo scheduling is the premier technique for throughput maximization of loops in high-
level synthesis by interleaving consecutive loop iterations. The number of clock cycles …

A well-known approach for generating custom hardware with high throughput and low
resource usage is modulo scheduling, in which the number of clock cycles between …

The end of Moore's law and Dennard scaling emphasizes the need for application-specific
computing architectures to achieve high resource and energy efficiency and real-time …

Abstract Design space exploration of a configurable, heterogeneous system for a given
application with required throughput searches for a combination of cores or softcores with …

A common optimisation problem in the high-level synthesis (HLS) of FPGA-based
accelerators is to find a microarchitecture that maximises the performance while kee** the …

High-level synthesis (HLS) transforms designs specified by high-level programming
language into RTL designs. In order to get the optimal designs, many design space …

Modulo scheduling is a powerful method to increase throughput in high-level synthesis for
digital hardware design. When facing large designs, optimal approaches are likely to time …

In today's heterogenous computing world, field-programmable gate arrays (FPGA) represent
the energy-efficient alternative to generic processor cores and graphics accelerators …

Abstract Design space exploration can be used to find a power-efficient architectural design
for a given application, such as the best suited configuration of a heterogeneous system …

Probabilistic models are receiving increasing attention as a complementary alternative to
more widespread machine learning approaches such as neural networks. One particularly …