Connectionists: NEURAL NETWORKS, June 2023

[Wang, Deliang]

Neural Networks - Volume 163, June 2023
https://www.journals.elsevier.com/neural-networks


An explainable artificial intelligence approach to spatial navigation based on hippocampal circuitry
Simone Coppolino, Michele Migliore

Amortized Bayesian inference on generative dynamical network models of epilepsy using deep neural density estimators
Meysam Hashemi, Anirudh N. Vattikonda, Jayant Jha, Viktor Sip, ... Viktor K. Jirsa

A novel semi-supervised meta learning method for subject-transfer brain-computer interface
Jingcong Li, Fei Wang, Haiyun Huang, Feifei Qi, Jiahui Pan

Functional connectivity learning via Siamese-based SPD matrix representation of brain imaging data
Yunbo Tang, Dan Chen, Jia Wu, Weiping Tu, ... David Mcalpine

Few-shot human-object interaction video recognition with transformers
Qiyue Li, Xuemei Xie, Jin Zhang, Guangming Shi

Multi-level Feature Interaction and Efficient Non-Local Information Enhanced Channel Attention for image dehazing
Hang Sun, Bohui Li, Zhiping Dan, Wei Hu, ... Jun Wan

Generalized zero-shot domain adaptation via coupled conditional variational autoencoders
Qian Wang, Toby P. Breckon

DropAGG: Robust Graph Neural Networks via Drop Aggregation
Bo Jiang, Yong Chen, Beibei Wang, Haiyun Xu, Bin Luo

Meta attention for Off-Policy Actor-Critic
Jiateng Huang, Wanrong Huang, Long Lan, Dan Wu

An octonion-based nonlinear echo state network for speech emotion recognition in Metaverse
Fatemeh Daneshfar, Mohammad (Behdad) Jamshidi

Few-shot Molecular Property Prediction via Hierarchically Structured Learning on Relation Graphs
Wei Ju, Zequn Liu, Yifang Qin, Bin Feng, ... Ming Zhang

Few-shot remote sensing image scene classification based on multiscale covariance metric network (MCMNet)
Xiliang Chen, Guobin Zhu, Mingqing Liu, Zhaotong Chen

Online continual learning with declarative memory
Zhe Xiao, Zhekai Du, Ruijin Wang, Ruimeng Gan, Jingjing Li

Graph contrastive learning with implicit augmentations
Huidong Liang, Xingjian Du, Bilei Zhu, Zejun Ma, ... Junbin Gao

Lifelong learning with Shared and Private Latent Representations learned through synaptic intelligence
Yang Yang, Jie Huang, Dexiu Hu

Robust data hiding for JPEG images with invertible neural network
Fei Shang, Yuhang Lan, Jianhua Yang, Enping Li, Xiangui Kang

Incomplete multi-view clustering network via nonlinear manifold embedding and probability-induced loss
Cheng Huang, Jinrong Cui, Yulu Fu, Dong Huang, ... Lusi Li

On the value of label and semantic information in domain generalization
Fan Zhou, Yuyi Chen, Shichun Yang, Boyu Wang, Brahim Chaib-draa

Differential evolution based dual adversarial camouflage: Fooling human eyes and object detectors
Jialiang Sun, Wen Yao, Tingsong Jiang, Donghua Wang, Xiaoqian Chen

Learning long-term motor timing/patterns on an orthogonal basis in random neural networks
Yuji Kawai, Jihoon Park, Ichiro Tsuda, Minoru Asada

Learning task-agnostic and interpretable subsequence-based representation of time series and its applications in fMRI analysis
Wenjun Bai, Okito Yamashita, Junichiro Yoshimoto

Exploring personalization via federated representation Learning on non-IID data
Changxing Jing, Yan Huang, Yihong Zhuang, Liyan Sun, ... Xinghao Ding

Remix: Towards the transferability of adversarial examples
Hongzhi Zhao, Lingguang Hao, Kuangrong Hao, Bing Wei, Xin Cai

Adaptive fixed-time output synchronization for complex dynamical networks with multi-weights
Yuting Cao, Linhao Zhao, Qishui Zhong, Shiping Wen, ... Tingwen Huang

Fixed/prescribed-time synchronization of BAM memristive neural networks with time-varying delays via convex analysis
Jinrong Yang, Guici Chen, Song Zhu, Shiping Wen, Junhao Hu

Fixed-time synchronization of delayed memristive neural networks with impulsive effects via novel fixed-time stability theorem
Dongshu Wang, Luke Li

Resilient fixed-time stabilization of switched neural networks subjected to impulsive deception attacks
Yuangui Bao, Yijun Zhang, Baoyong Zhang

Dynamic event-triggered controller design for nonlinear systems: Reinforcement learning strategy
Zichen Wang, Xin Wang, Ning Pang

Collaborative-guided spectral abundance learning with bilinear mixing model for hyperspectral subpixel target detection
Dehui Zhu, Bo Du, Meiqi Hu, Yanni Dong, Liangpei Zhang

Robust fall detection in video surveillance based on weakly supervised learning
Lian Wu, Chao Huang, Shuping Zhao, Jinkai Li, ... Min Zhang

Adams-based hierarchical features fusion network for image dehazing
Shibai Yin, Shuhao Hu, Yibin Wang, Weixing Wang, Yee-Hong Yang


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