Search Results - "Yu, Yunxuan"
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OPU: An FPGA-Based Overlay Processor for Convolutional Neural Networks
Published in IEEE transactions on very large scale integration (VLSI) systems (01-01-2020)“…Field-programmable gate array (FPGA) provides rich parallel computing resources with high energy efficiency, making it ideal for deep convolutional neural…”
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MRI features of sclerosing angiomatoid nodular transformation of the spleen: A case report
Published in Asian journal of surgery (01-10-2023)Get full text
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MRI radiomics-based interpretable model and nomogram for preoperative prediction of Ki-67 expression status in primary central nervous system lymphoma
Published in Frontiers in medicine (27-06-2024)“…To investigate the value of interpretable machine learning model and nomogram based on clinical factors, MRI imaging features, and radiomic features to predict…”
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The Study of Nerve Conduit with Biocompatibility and Electrical Stimulation Effect
Published in Journal of Wuhan University of Technology. Materials science edition (01-12-2018)“…Conductive polymers show great promise because of their electrical property based on bioelectricity in vivo. In order to search electro-activity materials…”
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Uni-OPU: An FPGA-Based Uniform Accelerator for Convolutional and Transposed Convolutional Networks
Published in IEEE transactions on very large scale integration (VLSI) systems (01-07-2020)“…In this article, we design the first full software/ hardware stack, called Uni-OPU , for an efficient uniform hardware acceleration of different types of…”
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FPGA Overlay Processor for Deep Neural Networks
Published 01-01-2020“…The rapid advancement of Artificial intelligence (AI) is making our everyday life easier with smart assistants, automatic medical analyzer, bank plagiarism…”
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Dissertation -
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FPGA-based Power Efficient Face Detection for Mobile Robots
Published in 2019 IEEE International Conference on Robotics and Biomimetics (ROBIO) (01-12-2019)“…Autonomous mobile robots need perception module to understand nearby environments, avoid obstacles and, most importantly, interact with the humans in the…”
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Conference Proceeding -
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Heterogeneous Dual-Core Overlay Processor for Light-Weight CNNs
Published in 2021 IEEE 29th Annual International Symposium on Field-Programmable Custom Computing Machines (FCCM) (01-05-2021)“…Convolutional neural networks (CNNs) have achieved extensive success on miscellaneous artificial intelligence applications such as image classification and…”
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Conference Proceeding -
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Heterogeneous Dual-Core Overlay Processor for Light-Weight CNNs
Published 03-10-2021“…Light-weight convolutional neural networks (CNNs) have small complexity and are good candidates for low-power, high-throughput inference. Such networks are…”
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Accurate Anchor Free Tracking
Published 13-06-2020“…Visual object tracking is an important application of computer vision. Recently, Siamese based trackers have achieved good accuracy. However, most of Siamese…”
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Overview of a FPGA-Based Overlay Processor
Published in 2019 China Semiconductor Technology International Conference (CSTIC) (01-03-2019)“…This paper presents the overview of an overlay architecture on FPGA (OPU). It is applicable to general CNN acceleration with software like programmablility and…”
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Conference Proceeding -
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Docosahexaenoic acid supplementation failed to attenuate chronic alcoholic fatty liver in mice
Published in Acta biochimica et biophysica Sinica (01-05-2016)“…The roles of n-3 polyunsaturated fatty acids (PUFAs) including docosahexaenoic acid (DHA) in alcoholic fatty liver (AFL) have been investigated in a series of…”
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Journal Article