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Exploring the Brain-like Properties of Deep Neural Networks: A Neural Encoding Perspective 期刊论文
Machine Intelligence Research, 2022, 卷号: 19, 期号: 5, 页码: 439-455
作者:  Qiongyi Zhou;  Changde Du;  Huiguang He
Adobe PDF(7698Kb)  |  收藏  |  浏览/下载：39/6  |  提交时间：2024/04/23
Convolutional neural network (CNN)  vision transformer (ViT)  multi-modal networks  spatial-temporal networks  visual neural encoding  brain-like neural networks  
Exploring the brain-like properties of deep neural networks: a neural encoding perspective 期刊论文
Machine Intelligence Research, 2022, 卷号: 19, 期号: 5, 页码: 439-455
作者:  Qiongyi Zhou;  Changde Du;  Huiguang He
Adobe PDF(6004Kb)  |  收藏  |  浏览/下载：199/45  |  提交时间：2023/01/17
鸡尾酒会问题与相关听觉模型的研究现状与展望 期刊论文
自动化学报, 2019, 卷号: 45, 期号: 2, 页码: 234-251
作者:  黄雅婷;  石晶;  许家铭;  徐波
Adobe PDF(3009Kb)  |  收藏  |  浏览/下载：203/65  |  提交时间：2022/09/17
Prediction of Spatiotemporal Evolution of Urban Traffic Emissions Based on Taxi Trajectories 期刊论文
International Journal of Automation and Computing, 2021, 卷号: 18, 期号: 2, 页码: 219-232
作者:  Zhen-Yi Zhao;  Yang Cao;  Yu Kang;  Zhen-Yi Xu
Adobe PDF(1649Kb)  |  收藏  |  浏览/下载：146/52  |  提交时间：2021/04/22
Vehicle emission prediction  spatiotemporal gragh convolution  GPS trajectories  motor vehicle emission simulator (MOVES) model  feature sharing  
Deep Pyramid Local Attention Neural Network for Cardiac Structure Segmentation in Two-dimensional Echocardiography 期刊论文
Medical Image Analysis, 2021, 卷号: 67, 期号: 67, 页码: 101873
作者:  Fei Liu;  Wang K(王坤);  Dan Liu;  Xin Yang;  Jie Tian
Adobe PDF(3848Kb)  |  收藏  |  浏览/下载：442/115  |  提交时间：2020/11/02
2D echocardiography  Cardiac structure segmentation  Pyramid local attention  Label coherence learning  
Fault diagnosis of rolling bearing based on resonance-based sparse signal decomposition with optimal Q-factor 期刊论文
MEASUREMENT & CONTROL, 2019, 卷号: 52, 期号: 7-8, 页码: 1111-1121
作者:  Lu, Yan;  Du, Juan;  Tao, Xian
浏览  |  Adobe PDF(2339Kb)  |  收藏  |  浏览/下载：370/101  |  提交时间：2019/12/16
Fault diagnosis  resonance-based sparse signal decomposition  optimal Q-factor  genetic algorithm  energy operator demodulating  rolling bearing  
Statistics of Visual Responses to Image Object Stimuli from Primate AIT Neurons to DNN Neurons 期刊论文
NEURAL COMPUTATION, 2018, 卷号: 30, 期号: 2, 页码: 447-476
作者:  Dong, Qiulei;  Wang, Hong;  Hu, Zhanyi
收藏  |  浏览/下载：152/0  |  提交时间：2018/10/10
Comparison of IT Neural Response Statistics with Simulations 期刊论文
FRONTIERS IN COMPUTATIONAL NEUROSCIENCE, 2017, 卷号: 11, 页码: 60
作者:  Dong, Qiulei;  Liu, Bo;  Hu, Zhanyi
Adobe PDF(5423Kb)  |  收藏  |  浏览/下载：219/47  |  提交时间：2018/03/03
Synthetic Neuron Response  Single-neuron Selectivity  Population Sparseness  Response Statistics  
Comparison of IT neural response statistics by simulations 期刊论文
Frontiers in Computational Neuroscience, 2017, 期号: 60, 页码: 1-19
作者:  Dong, Qiulei;  Liu, Bo;  Hu, Zhanyi
浏览  |  Adobe PDF(5423Kb)  |  收藏  |  浏览/下载：232/56  |  提交时间：2018/01/04
Synthetic Neuron Response  Single-neuron Selectivity  Population Sparseness  Response Statistics  
Relational User Attribute Inference in Social Media 期刊论文
IEEE TRANSACTIONS ON MULTIMEDIA, 2015, 卷号: 17, 期号: 7, 页码: 1031-1044
作者:  Fang, Quan;  Sang, Jitao;  Xu, Changsheng;  Hossain, M. Shamim
Adobe PDF(2825Kb)  |  收藏  |  浏览/下载：396/127  |  提交时间：2015/09/17
Attribute Relation  Latent Svm (lSvm)  User Attribute Inference