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检索条件"机构=Braininspired Computing and Intelligent Control of Chongqing Key Lab"
31 条 记 录,以下是1-10 订阅
Design and Implementation of Portable Electronic Nose System Based on Lightweight Convolutional Neural Network
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IEEE SENSORS JOURNAL 2024年 第12期24卷 19770-19779页
作者: Zeng, Yuanhu Ma, Ruilong Wu, Fan Zhuo, Junwei Wang, Lidan Duan, Shukai Feng, Peter Peng, Xiaoyan Southwest Univ Coll Artificial Intelligence Chongqing 400715 Peoples R China Brain Inspired Computing & Intelligent Control Ch Chongqing 400715 Peoples R China Southwest Univ Coll Artificial Intelligence Chongqing 400715 Peoples R China Univ Puerto Rico Dept Phys San Juan PR 00931 USA Minist Educ Key Lab Luminescence Analysis & Mol Sensing Chongqing 400715 Peoples R China Southwest Univ Coll Artificial Intelligence Chongqing 400715 Peoples R China
Deep learning is widely used in electronic nose (E-nose) pattern recognition algorithms. However, deep-learning algorithms are complex in structure and require a large amount of memory resources, inducing difficulty i... 详细信息
来源: 评论
Lightweight Spiking Neural Network Training Based on Spike Timing Dependent Backpropagation
SSRN
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SSRN 2023年
作者: Gong, Yu Chen, Tao Wang, Shu Duan, Shukai Wang, Lidan College of Artificial Intelligence Southwest University Chongqing400715 China Brain-inspired Computing and Intelligent Control of Chongqing Key Lab Chongqing400715 China
Spiking neural networks are energy efficient and biological interpretability, communicating through sparse, asynchronous spikes, which makes them suitable for neuromorphic hardware. However, due to the nature of binar... 详细信息
来源: 评论
Blockchain-Based Homomorphic Transaction Framework for Enhanced Consumer Security and Business Scalability
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IEEE Transactions on Consumer Electronics 2024年
作者: Guo, Tao Shang, Fengjun Dai, Xiangguang Liu, Qilie Chongqing University of Posts and Telecommunications School of Computer Science and Technology Chongqing400065 China Key Laboratory of Big Data Intelligent Computing Chongqing400065 China Chongqing Three Gorges University Key Lab. of Intelligent Info. Proc. and Contr. of Chongqing Munic. Institutions of Higher Education Chongqing Engineering Research Center of Internet of Things and Intelligent Control Technology School of Three Gorges Artificial Intelligence Chongqing400044 China Chongqing University of Posts and Telecommunications School of Communications and Information Engineering Chongqing400065 China
Energy trading in distributed microgrids represents an effective means of enhancing the utilization of renewable energy. However, the aggregation of large-scale consumption data may encounter business scalability issu... 详细信息
来源: 评论
A Global Self-Attention Memristive Neural Network for Image Restoration
SSRN
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SSRN 2023年
作者: Zhang, Wenhao Xiao, He Xie, Dirui Zhou, Yue Duan, Shukai Hu, Xiaofang College of Artificial Intelligence Southwest University Chongqing400715 China Brain-inspired Computing & Intelligent Control of Chongqing Key Lab Chongqing400715 China Key Laboratory of Luminescence Analysis and Molecular Sensing Southwest University Ministry of Education China
Convolutional neural networks(CNNs) are widely used in image restoration tasks, but they are limited by local operations and cannot be used to model long-range pixel dependencies. Recently, using the idea of non-local... 详细信息
来源: 评论
MC-CapsNet : Low-level Pooling and High-level Fusion of Multi-columns Capsule Network
MC-CapsNet : Low-level Pooling and High-level Fusion of Mult...
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2021 International Conference on Neuromorphic computing, ICNC 2021
作者: Li, Ke Duan, Shukai Wang, Lidan Wang, Yining Wang, Shu College of Artificial Intelligence Southwest University Brain-inspired Computing and Intelligent Control of Chongqing Key Lab National and Local Joint Engineering Laboratory of Intelligent Transmission and Control Technology Chongqing Brain Science Collaborative Innovation Center Chongqing China College of Electronic and Information Engineering Southwest University Chongqing China
Capsule network is a new type of neural network structure. The biggest feature of capsule network is 'vector in vector out', which replaces the previous 'scalar in scalar out'. The pristine capsule net... 详细信息
来源: 评论
LAENet: Light-weight asymmetric encoder-decoder network for semantic segmentation
LAENet: Light-weight asymmetric encoder-decoder network for ...
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2021 International Conference on Artificial Intelligence and Industrial Technology Applications, AIITA 2021
作者: Hong, Liangyi Duan, Shukai Wang, Lidan Pan, Yongbin College of Electronic and Information Engineering Southwest University Chongqing China College of Artificial Intelligence Southwest University Chongqing China Brain-inspired Computing and Intelligent Control Chongqing Key Lab Chongqing China National and Local Joint Engineering Laboratory of Intelligent Transmission and Control Technology Chongqing China Chongqing Brain Science Collaborative Innovation Center Chongqing China
Encode-decoder structure is used in deep learning for real-time dense segmentation task. On account of the limitation of calculation burden on mobile devices, we present a light-weight asymmetric encoder-decoder netwo... 详细信息
来源: 评论
An Attention-based Convolutional Neural Network for Melanoma Recognition  5
An Attention-based Convolutional Neural Network for Melanoma...
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2021 5th International Workshop on Advanced Algorithms and control Engineering, IWAACE 2021
作者: Chen, Qi Wang, Lidan Gan, Xiuling Duan, Shukai Southwest University College of Electronic and Information Engineering Chongqing400715 China Southwest University College of Artificial Intelligence Chongqing400715 China Brain-inspired Computing and Intelligent Control of Chongqing Key Lab Chongqing400715 China National and Local Joint Engineering Laboratory of Intelligent Transmission and Control Technology Chongqing400715 China Chongqing Brain Science Collaborative Innovation Center Chongqing400715 China
Early automatic and accurate melanoma recognition is an important method to reduce melanoma deaths. Existing methods are less sensitive to the position of the lesion areas. Network training may be affected by the unco... 详细信息
来源: 评论
Chinese image caption of Inceptionv4 and double-layer GRUs based on attention mechanism  5
Chinese image caption of Inceptionv4 and double-layer GRUs b...
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2021 5th International Workshop on Advanced Algorithms and control Engineering, IWAACE 2021
作者: Pan, Yongbin Wang, Lidan Duan, Shukai Gan, Xiuling Hong, Liangyi College of Electronic and Information Engineering Southwest University Chongqing400715 China College of Artificial Intelligence Southwest University Chongqing400715 China Brain-inspired Computing and Intelligent Control of Chongqing Key Lab Chongqing400715 China National and Local Joint Engineering Laboratory of Intelligent Transmission and Control Technology Chongqing400715 China Chongqing Brain Science Collaborative Innovation Center Chongqing400715 China
In recent years, there has been a wave of research on English image caption at home and abroad. However, due to the particularity of Chinese image caption task, the research on Chinese image caption has not made good ... 详细信息
来源: 评论
GAU-Net: U-Net Based on Global Attention Mechanism for brain tumor segmentation  5
GAU-Net: U-Net Based on Global Attention Mechanism for brain...
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2021 5th International Workshop on Advanced Algorithms and control Engineering, IWAACE 2021
作者: Gan, Xiuling Wang, Lidan Chen, Qi Ge, Yongjie Duan, Shukai School of Electronic and Information Engineering Southwest University Chongqing400715 China College of Artificial Intelligence Southwest University Chongqing400715 China Brain-inspired Computing and Intelligent Control of Chongqing Key Lab Chongqing400715 China National and Local Joint Engineering Laboratory of Intelligent Transmission and Control Technology Chongqing400715 China Chongqing Brain Science Collaborative Innovation Center Chongqing400715 China
Deep learning has shown great advantages in biomedical image segmentation. The classic model U-Net uses a stacked encoding-decoding structure of convolution operations for feature extraction and pixel-level classifica... 详细信息
来源: 评论
Ma-Mnn: Multi-Flow Attentive Memristive Neural Network for Multi-Task Image Restoration
SSRN
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SSRN 2022年
作者: He, Peng Zhang, Lin Zhou, Yue Duan, Shukai Hu, Xiaofang College of Artificial Intelligence Southwest University Chongqing400715 China Brain-inspired Computing & Intelligent Control of Chongqing Key Lab Chongqing400715 China Ministry of Education China
Images taken in rainy, hazy, and low-light environments severely hinder the performance of outdoor computer vision systems. Most data-driven image restoration methods are task-specific and computationally intensive, w... 详细信息
来源: 评论