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| An attention-based hybrid deep learning framework integrating brain connectivity and activity of resting-state functional MRI data 期刊论文
Medical Image Analysis, 2022, 页码: 102413
作者: Miin Zhao ; Weizheng Yan; Na Luo; Dongmei Zhi; Zening Fu; Yuhui Du; Shan Yu; Tianzi Jiang; Vince D. Calhoun; Jing Sui
 Adobe PDF(3010Kb) |  收藏 | 浏览/下载：15/7 | 提交时间：2024/06/17 |
| ESDB: Expand The Shrinking Decision Boundary via One-to-Many Information Matching for Continual Learning with Small Memory 期刊论文
IEEE Transactions on Circuits and Systems for Video Technology, 2024, 页码: /
作者: Kunchi Li; Hongyang Chen; Jun Wan; Shan YU
Adobe PDF(7792Kb) | 收藏 | 浏览/下载：18/2 | 提交时间：2024/06/04 |
| Improved Video Emotion Recognition with Alignment of CNN and Human Brain Representations 期刊论文
IEEE Transactions on Affective Computing, 2023, 页码: 1-15
作者: Fu, Kaicheng; Du, Changde; Wang, Shengpei; He, Huiguang
Adobe PDF(3907Kb) | 收藏 | 浏览/下载：35/9 | 提交时间：2024/05/28
CNN-brain Alignment Brain-guided Deep Learning Video Emotion Recognition Representation Similarity Analysis |
| Decoding Visual Neural Representations by Multimodal Learning of Brain-Visual-Linguistic Features 期刊论文
IEEE Transactions on Pattern Analysis and Machine Intelligence, 2023, 卷号: 45, 期号: 9, 页码: 10760 - 10777
作者: Du Changde(杜长德); Fu Kaicheng(付铠城); Li Jinpeng(李劲鹏); He Huiguang(何晖光)
Adobe PDF(4669Kb) | 收藏 | 浏览/下载：429/71 | 提交时间：2023/05/05
Brain-visual-linguistic embedding generic neural decoding multimodal learning mutual information maximization |
| Graph-Enhanced Emotion Neural Decoding 期刊论文
IEEE Transactions on Medical Imaging, 2023, 卷号: 42, 期号: 8, 页码: 2262 - 2273
作者: Huang Zhongyu(黄中昱); Du Changde(杜长德); Wang Yingheng; Fu Kaicheng(付铠城); He Huiguang(何晖光)
Adobe PDF(6049Kb) | 收藏 | 浏览/下载：285/60 | 提交时间：2023/05/05
Brain region emotion graph neural networks neural decoding representation |
| Reconstruction of noise-driven nonlinear dynamic networks with some hidden nodes 期刊论文
Science China Physics, Mechanics & Astronomy, 2017, 页码: 070511
作者: Chen Yang; Zhang Zhaoyang; Chen Tianyu; Wang Shihong; Hu Gang
Adobe PDF(2851Kb) | 收藏 | 浏览/下载：108/48 | 提交时间：2023/05/04 |
| Exploring node interaction relationship in complex networks by using high-frequency signal injection 期刊论文
Phys. Rev. E., 2021, 页码: 022317
作者: X. Wang; Z. Zhang; H. Li; Chen Y(陈阳); Y. Mi; G. Hu
Adobe PDF(3559Kb) | 收藏 | 浏览/下载：160/39 | 提交时间：2023/05/04 |
| Reconstructing distant interactions of multiple paths between perceptible nodes in dark networks 期刊论文
Phys. Rev. E., 2022, 页码: 014302
作者: X. Wang; Y. Mi; Z. Zhang; Chen Y(陈阳); G. Hu; H. Li
Adobe PDF(1271Kb) | 收藏 | 浏览/下载：104/44 | 提交时间：2023/05/04 |
| Neural Encoding and Decoding with a Flow-based Invertible Generative Model 期刊论文
IEEE Transactions on Cognitive and Developmental Systems (TCDS), 2023, 卷号: 15, 期号: 2, 页码: 724-736
作者: Qiongyi Zhou; Changde Du; Dan Li; Haibao Wang; Jian K. Liu; Huiguang He
Adobe PDF(2505Kb) | 收藏 | 浏览/下载：251/85 | 提交时间：2023/01/17 |
| BSNN: Towards faster and better conversion of artificial neural networks to spiking neural networks with bistable neurons 期刊论文
Frontiers in Neuroscience, 2022, 卷号: 16, 页码: 13
作者: Li, Yang; Zhao, Dongcheng; Zeng, Yi
Adobe PDF(3930Kb) | 收藏 | 浏览/下载：244/3 | 提交时间：2022/11/21
spiking neural network bistability neuromorphic computing image classification conversion |
