Spectral-based convolutional neural network without multiple spatial-frequency domain switchings
Recent researches have shown that spectral representation provides a significant speed-up
in the massive computation workload of convolution operations in the inference (feed …
in the massive computation workload of convolution operations in the inference (feed …
Exploration of OpenCL for FPGAs using SDAccel and comparison to GPUs and multicore CPUs
L Kalms, D Göhringer - 2017 27th International Conference on …, 2017 - ieeexplore.ieee.org
Due to energy efficiency, heterogeneous computing is gaining more and more attention.
Since FPGA implementations are time consuming, high-level synthesis (HLS) is used to …
Since FPGA implementations are time consuming, high-level synthesis (HLS) is used to …
Optimized implementation of OpenCL kernels on FPGAs
K Shata, MK Elteir, AA El-Zoghabi - Journal of Systems Architecture, 2019 - Elsevier
Abstract Recently Field-Programmable Gate Array (FPGA) vendors, such as Altera and
Xilinx released an Open Computing Language Software Development Kit (OpenCL SDK) …
Xilinx released an Open Computing Language Software Development Kit (OpenCL SDK) …
Implementation of sobel edge detection on FPGA based on OpenCL
In this paper, Sobel edge detection is implemented on an FPGA using a DEl-SoC
development board from TERASIC. OpenCL as a new scheme is used for implementation …
development board from TERASIC. OpenCL as a new scheme is used for implementation …
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 …
Design space exploration of embedded applications on heterogeneous cpu-gpu platforms
A Siddiqui, GN Khan - 2019 International Conference on High …, 2019 - ieeexplore.ieee.org
CPU-GPU platforms possess the potential of enhancing the performance of applications
through some unique and diverse capabilities of both CPU-GPU devices. As a result, the …
through some unique and diverse capabilities of both CPU-GPU devices. As a result, the …
Hardware software co-design based CPU-FPGA architecture: Overview and evaluation
S Agharass, M Laaboubi, A Saddik… - … Conference on Digital …, 2021 - ieeexplore.ieee.org
Hardware/software co-design (HSCD) is an essential part of the configuration flow of current
electronic system-level (ESL) devices [1]. This paper shows an overview of the …
electronic system-level (ESL) devices [1]. This paper shows an overview of the …
The review of heterogeneous design frameworks/Platforms for digital systems embedded in FPGAs and SoCs
A Alali, H Elmaaradi, M Khaldoun… - Indonesian Journal of …, 2021 - section.iaesonline.com
Abstract Systems-on-a-chip integrate specialized modules to provide well-defined
functionality. In order to guarantee its efficiency, designersare careful to choose high-level …
functionality. In order to guarantee its efficiency, designersare careful to choose high-level …
Implementation and optimisation of pulse compression algorithm on open CL‐based FPGA
Y Feng, S Hu, X Li, J Yu - The Journal of Engineering, 2019 - Wiley Online Library
As Moore's law meets bottlenecks, the demand for heterogeneous parallel processing
systems is increasing. Field‐programmable gate arrays (FPGAs) are becoming more …
systems is increasing. Field‐programmable gate arrays (FPGAs) are becoming more …
Fpga-Accelerated Image Processing Using High Level Synthesis with Opencl
J Isaksson - 2017 - diva-portal.org
Abstract High Level Synthesis (HLS) is a new method for developing applications for use on
FPGAs. Instead of the classic approach using a Hardware Descriptive Language (HDL), a …
FPGAs. Instead of the classic approach using a Hardware Descriptive Language (HDL), a …