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Neural Networks, Volume 159
Volume 159, February 2023
- Hui Zhou, Shufan Li, Chunmei Zhang:
Synchronization of hybrid switching diffusions delayed networks via stochastic event-triggered control. 1-13 - Chaoqiang Liu, Fei Huang, Anqi Qiu, Alzheimer's Disease Neuroimaging Initiative:
Monte Carlo Ensemble Neural Network for the diagnosis of Alzheimer's disease. 14-24
- Will Taylor-Melanson, Martha Dais Ferreira, Stan Matwin:
SGORNN: Combining scalar gates and orthogonal constraints in recurrent networks. 25-33
- Buyun Liang, Zhongyuan Wang, Baojin Huang, Qin Zou, Qian Wang, Jingjing Liang:
Depth map guided triplet network for deepfake face detection. 34-42
- Zizhuo Zhang, Bang Wang:
Graph Spring Network and Informative Anchor Selection for session-based recommendation. 43-56 - Santosh Kumar Yadav, Achleshwar Luthra, Esha Pahwa, Kamlesh Tiwari, Heena Rathore, Hari Mohan Pandey, Peter Corcoran:
DroneAttention: Sparse weighted temporal attention for drone-camera based activity recognition. 57-69
- G. Soundararajan, Gnaneswaran Nagamani:
Non-fragile output-feedback synchronization for delayed discrete-time complex-valued neural networks with randomly occurring uncertainties. 70-83
- Wen Wen, Wencui Wang, Zhifeng Hao, Ruichu Cai:
Factorizing time-heterogeneous Markov transition for temporal recommendation. 84-96
- Fei Du, Yun Yang, Ziyuan Zhao, Zeng Zeng:
Efficient Perturbation Inference and Expandable Network for continual learning. 97-106 - Arash Gharehbaghi, Elaheh Partovi:
Accuracy of a Deep Learning Method for Heart Sound Analysis is Unrealistic. 107-108
- Manuel Vilares Ferro, Yerai Doval Mosquera, Francisco J. Ribadas-Pena, Víctor Manuel Darriba Bilbao:
Early stopping by correlating online indicators in neural networks. 109-124 - Hansu Kim, Chuxuan Wang, Hyoseok Byun, Weifei Hu, Sanghyuk Kim, Qing Jiao, Tae Hee Lee:
Variable three-term conjugate gradient method for training artificial neural networks. 125-136 - Tingting Zhao, Ying Wang, Wei Sun, Yarui Chen, Gang Niu, Masashi Sugiyama:
Representation learning for continuous action spaces is beneficial for efficient policy learning. 137-152 - Yayang Li, Shuqing Liang, Yuncheng Jiang:
Path reliability-based graph attention networks. 153-160 - Jingtao Hu, Weiming Wu, Fukai Zhang, Tianrui Chen, Cong Wang:
Observer-based dynamical pattern recognition via deterministic learning. 161-174 - Sayawu Yakubu Diaba, Mohammed S. Elmusrati:
Proposed algorithm for smart grid DDoS detection based on deep learning. 175-184 - Faming Xu, Chen Qiao, Huiyu Zhou, Vince D. Calhoun, Julia M. Stephen, Tony W. Wilson, Yu-Ping Wang:
An explainable autoencoder with multi-paradigm fMRI fusion for identifying differences in dynamic functional connectivity during brain development. 185-197 - Haolin Pan, Yong Guo, Qinyi Deng, Haomin Yang, Jian Chen, Yiqun Chen:
Improving fine-tuning of self-supervised models with Contrastive Initialization. 198-207 - Kazuma Suetake, Shin-ichi Ikegawa, Ryuji Saiin, Yoshihide Sawada:
S3NN: Time step reduction of spiking surrogate gradients for training energy efficient single-step spiking neural networks. 208-219
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