Shuhai: Benchmarking high bandwidth memory on fpgas
Z Wang, H Huang, J Zhang… - 2020 IEEE 28th Annual …, 2020 - ieeexplore.ieee.org
FPGAs are starting to be enhanced with High Bandwidth Memory (HBM) as a way to reduce
the memory bandwidth bottleneck encountered in some applications and to give the FPGA …
the memory bandwidth bottleneck encountered in some applications and to give the FPGA …
A parametrizable high-level synthesis library for accelerating neural networks on fpgas
Abstract In recent years, Convolutional Neural Network CNN have been incorporated in a
large number of applications, including multimedia retrieval and image classification …
large number of applications, including multimedia retrieval and image classification …
Towards automatic high-level code deployment on reconfigurable platforms: A survey of high-level synthesis tools and toolchains
MW Numan, BJ Phillips, GS Puddy, K Falkner - IEEE Access, 2020 - ieeexplore.ieee.org
Heterogeneous computing systems with tightly coupled processors and reconfigurable logic
blocks provide great scope to improve software performance by executing each section of …
blocks provide great scope to improve software performance by executing each section of …
Benchmarking high bandwidth memory on fpgas
FPGAs are starting to be enhanced with High Bandwidth Memory (HBM) as a way to reduce
the memory bandwidth bottleneck encountered in some applications and to give the FPGA …
the memory bandwidth bottleneck encountered in some applications and to give the FPGA …
FLOWER: A comprehensive dataflow compiler for high-level synthesis
FPGAs have found their way into data centers as accelerator cards, making reconfigurable
computing more accessible for high-performance applications. At the same time, new high …
computing more accessible for high-performance applications. At the same time, new high …
Accelerated high-level synthesis feature detection for FPGAs using HiFlipVX
L Kalms, D Göhringer - Towards Ubiquitous Low-power Image Processing …, 2021 - Springer
In many application areas, computer vision is needed to detect the surrounding of moving
objects. The importance of shortening the development time has grown with the increasing …
objects. The importance of shortening the development time has grown with the increasing …
[HTML][HTML] A cross-platform OpenVX library for FPGA accelerators
FPGAs are an excellent platform to implement computer vision applications, since these
applications tend to offer a high level of parallelism with many data-independent operations …
applications tend to offer a high level of parallelism with many data-independent operations …
Optimizing openvx graphs for data movement
M Abeysinghe, J Villarreal, JD Bakos - Authorea Preprints, 2024 - techrxiv.org
This paper describes a method for automatically transforming the structure and
characteristics of an image processing dataflow graph for the purpose of improving …
characteristics of an image processing dataflow graph for the purpose of improving …
Methods and Algorithms for Efficient Programming of FPGA-based Heterogeneous Systems for Object Detection
L Kalms - 2023 - tud.qucosa.de
Abstract (EN) Nowadays, there is a high demand for computer vision applications in
numerous application areas, such as autonomous driving or unmanned aerial vehicles …
numerous application areas, such as autonomous driving or unmanned aerial vehicles …
ArcvaVX: OpenVX Framework for A daptive R econfigurable C omputer V ision A rchitectures
L Kalms, M Nickel, D Göhringer - International Symposium on Applied …, 2023 - Springer
The field of computer vision is steadily growing in its complexity and application areas.
FPGAs have shown that they can meet the growing demands for performance and energy …
FPGAs have shown that they can meet the growing demands for performance and energy …