Memristive competitive hopfield neural network for image segmentation application

C Xu, M Liao, C Wang, J Sun, H Lin - Cognitive Neurodynamics, 2023 - Springer
Image segmentation implementation provides simplified and effective feature information of
image. Neural network algorithms have made significant progress in the application of …

[PDF][PDF] 基于FPGA 的水平集图像分割算法加速器

刘野, 肖剑彪, 吴飞, 常亮, 周军 - 电子与信息学报, 2021 - jeit.ac.cn
水平集算法因其出色的性能, 在图像分割领域中得到了广泛的应用. 同时, 与基于深度学习的图像
分割算法相比, 水平集算法不需要训练数据, 大幅降低了数据标记带来的工作量. 然而 …

High-speed operation, an FPGA-based convolutional neural network by pipelined accelerator

K Umapathy, E Sivanantham, P Epsiba… - AIP Conference …, 2023 - pubs.aip.org
CNN models are widely utilized because they have shown outstanding results in various
fields, including computer vision and speech recognition. This success has been aided by …

An efficient FPGA based convolutional neural networks by fully pipelined accelerator

V Kasireddy, S Mishra - AIP Conference Proceedings, 2023 - pubs.aip.org
CNNs are extensively used because leading results have been obtained in numerous
areas, including as computer vision and voice recognition. The large availability of …

An Ultra Energy Efficient Streaming-based FPGA Accelerator for Lightweight Neural Network

S Chen, Z Zhou, Y Ha - 2022 IEEE International Symposium on …, 2022 - ieeexplore.ieee.org
Convolutional Neural Networks (CNN) is widely applied in modern machine learning and
pattern recognition area. Streaming hardware accelerator is an efficient design that reduces …

Design and Implementation of CNN-FPGA accelerator based on Open Computing Language

PB Desavathu, AR Raja, S Patra… - 2022 First …, 2022 - ieeexplore.ieee.org
In a wide range of applications, convolutional neural networks (CNNs) have been widely
used, including face and speech recognition, picture retrieval and classification, and …

[PDF][PDF] 基于国产异构FPGA 的空中红外目标检测跟踪系统

黄西莹, 张旭辉, 黄玉, 李涛, 宋磊, 刘培桢 - 红外与激光工程, 2024 - researching.cn
随着国产器件在各领域的大力推广及应用, 针对高帧频, 强实时性光电系统空中红外目标捕获
引导问题, 介绍了一种基于国产异构FPGA 的空中红外目标检测跟踪系统架构及其实现方法 …

[PDF][PDF] Design and Implementation of CNN-FPGA accelerator based on Open Computing Language

VR Siddhartha - researchgate.net
In a wide range of applications, convolutional neural networks (CNNs) have been widely
used, including face and speech recognition, picture retrieval and classification, and …

[引用][C] PYNQ 框架的高精度异构无预选框检测模型实现

张瑞琰, 姜秀杰, 安军社, 崔天舒 - 哈尔滨工业大学学报, 2022