Connectionists: NEURAL NETWORKS, Feb. 2022

[Wang, Deliang]

Neural Networks - Volume 146, February 2022
https://www.journals.elsevier.com/neural-networks


Multiple-view flexible semi-supervised classification through consistent graph construction and label propagation
Najmeh Ziraki, Fadi Dornaika, Alireza Bosaghzadeh

Using top-down modulation to optimally balance shared versus separated task representations
Pieter Verbeke, Tom Verguts

Computational epidemiology study of homeostatic compensation during sensorimotor aging
Niceto R. Luque, Francisco Naveros, Denis Sheynikhovich, Eduardo Ros, Angelo Arleo

Predictive accuracy of CNN for cortical oscillatory activity in an acute rat model of parkinsonism
Ali Abdul Nabi Ali, Mesbah Alam, Simon C. Klein, Nicolai Behmann, ... Kerstin Schwabe

Multi-layer information fusion based on graph convolutional network for knowledge-driven herb recommendation
Yun Yang, Yulong Rao, Minghao Yu, Yan Kang

CSITime: Privacy-preserving human activity recognition using WiFi channel state information
Santosh Kumar Yadav, Siva Sai, Akshay Gundewar, Heena Rathore, ... Mohit Mathur

Imitation and mirror systems in robots through Deep Modality Blending Networks
M. Yunus Seker, Alper Ahmetoglu, Yukie Nagai, Minoru Asada, ... Emre Ugur

Multi-view Teacher-Student Network
Yingjie Tian, Shiding Sun, Jingjing Tang

Dilated projection correction network based on autoencoder for hyperspectral image super-resolution
Xinya Wang, Jiayi Ma, Junjun Jiang, Xiao-Ping Zhang

A hybridization of distributed policy and heuristic augmentation for improving federated learning approach
Dawid Polap, Marcin Wozniak

Feedforward neural networks initialization based on discriminant learning
Kateryna Chumachenko, Alexandros Iosifidis, Moncef Gabbouj

LOss-Based SensiTivity rEgulaRization: Towards deep sparse neural networks
Enzo Tartaglione, Andrea Bragagnolo, Attilio Fiandrotti, Marco Grangetto

Leveraging hierarchy in multimodal generative models for effective cross-modality inference
Miguel Vasco, Hang Yin, Francisco S. Melo, Ana Paiva

Efficient correntropy-based multi-view clustering with anchor graph embedding
Ben Yang, Xuetao Zhang, Badong Chen, Feiping Nie, ... Zhixiong Nan

Deep two-way matrix reordering for relational data analysis
Chihiro Watanabe, Taiji Suzuki

Deep semi-supervised learning via dynamic anchor graph embedding in latent space
Enmei Tu, Zihao Wang, Jie Yang, Nikola Kasabov

Functional connectivity inference from fMRI data using multivariate information measures
Qiang Li

An inertial neural network approach for robust time-of-arrival localization considering clock asynchronization
Chentao Xu, Qingshan Liu

Stability and dissipativity criteria for neural networks with time-varying delays via an augmented zero equality approach
S.H. Lee, M.J. Park, D.H. Ji, O.M. Kwon

Understanding and mitigating noise in trained deep neural networks
Nadezhda Semenova, Laurent Larger, Daniel Brunner

A second-order accelerated neurodynamic approach for distributed convex optimization
Xinrui Jiang, Sitian Qin, Xiaoping Xue, Xinzhi Liu

Fixed/Preassigned-time synchronization of quaternion-valued neural networks via pure power-law control
Wanlu Wei, Juan Yu, Leimin Wang, Cheng Hu, Haijun Jiang

ARCNN framework for multimodal infodemic detection
Chahat Raj, Priyanka Meel

Event-centric multi-modal fusion method for dense video captioning
Zhi Chang, Dexin Zhao, Huilin Chen, Jingdan Li, Pengfei Liu

Deep neural network enabled corrective source term approach to hybrid analysis and modeling
Sindre Stenen Blakseth, Adil Rasheed, Trond Kvamsdal, Omer San

NeuroLISP: High-level symbolic programming with attractor neural networks
Gregory P. Davis, Garrett E. Katz, Rodolphe J. Gentili, James A. Reggia

Transformers for modeling physical systems
Nicholas Geneva, Nicholas Zabaras

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