Neural Networks, Volume 152

Volume 152, August 2022

Reviews

• 
  Jui-Hung Chang, Yin Chung Leung:
  Dynamic image clustering from projected coordinates of deep similarity learning. 1-16

Engineering and Applications

• 
  Amalie Heiberg, Thomas Nakken Larsen, Eivind Meyer, Adil Rasheed, Omer San, Damiano Varagnolo:
  Risk-based implementation of COLREGs for autonomous surface vehicles using deep reinforcement learning. 17-33

Learning Systems

• 
  Uri Shaham, Ofir Lindenbaum, Jonathan Svirsky, Yuval Kluger:
  Deep unsupervised feature selection by discarding nuisance and correlated features. 34-43

Engineering and Applications

• 
  Jesús Emmanuel Solís Pérez, J. Alfredo Hernández-Pérez, Adrian Parrales, José Francisco Gómez-Aguilar, Armando Huicochea:
  Artificial neural networks with conformable transfer function for improving the performance in thermal and environmental processes. 44-56
• 
  Sehyung Lee, Hideaki Kume, Hidetoshi Urakubo, Haruo Kasai, Shin Ishii:
  Tri-view two-photon microscopic image registration and deblurring with convolutional neural networks. 57-69

Learning Systems

• 
  Eseoghene Ben-Iwhiwhu, Jeffery Dick, Nicholas A. Ketz, Praveen K. Pilly, Andrea Soltoggio:
  Context meta-reinforcement learning via neuromodulation. 70-79
• 
  Yang Liu, Zhen Wang, Qian Ma, Hao Shen:
  Multistability analysis of delayed recurrent neural networks with a class of piecewise nonlinear activation functions. 80-89
• 
  Takayuki Osa, Voot Tangkaratt, Masashi Sugiyama:
  Discovering diverse solutions in deep reinforcement learning by maximizing state-action-based mutual information. 90-104

Engineering and Applications

• 
  Zhaobin Wang, Minzhe Xu, Yaonan Zhang:
  Quantum pulse coupled neural network. 105-117
• 
  Rui Ye, Xutao Li, Yunming Ye, Baoquan Zhang:
  DynamicNet: A time-variant ODE network for multi-step wind speed prediction. 118-139
• 
  Dawen Wu, Abdel Lisser:
  A dynamical neural network approach for solving stochastic two-player zero-sum games. 140-149
• 
  Salah Eddine Bekhouche, Ibrahim Kajo, Yassine Ruichek, Fadi Dornaika:
  Spatiotemporal CNN with Pyramid Bottleneck Blocks: Application to eye blinking detection. 150-159

Learning Systems

• 
  Ruslan Khalitov, Tong Yu, Lei Cheng, Zhirong Yang:
  Sparse factorization of square matrices with application to neural attention modeling. 160-168
• 
  Taisuke Kobayashi:
  Optimistic reinforcement learning by forward Kullback-Leibler divergence optimization. 169-180
• 
  Yongyi Chen, Dan Zhang, Hamid Reza Karimi, Chao Deng, Wutao Yin:
  A new deep learning framework based on blood pressure range constraint for continuous cuffless BP estimation. 181-190
• 
  Ridong Han, Tao Peng, Jiayu Han, Hai Cui, Lu Liu:
  Distantly Supervised Relation Extraction via Recursive Hierarchy-Interactive Attention and Entity-Order Perception. 191-200
• 
  Aiping Yang, Leilei Li, Jinbin Wang, Zhong Ji, Yanwei Pang, Jiale Cao, Zihao Wei:
  Non-linear perceptual multi-scale network for single image super-resolution. 201-211
• 
  Shan Xue, Biao Luo, Derong Liu, Ying Gao:
  Event-triggered integral reinforcement learning for nonzero-sum games with asymmetric input saturation. 212-223
• 
  Xiaotong Zhang, Han Liu, Xianchao Zhang, Xinyue Liu:
  Attributed graph clustering with multi-task embedding learning. 224-233

Mathematical and Computational Analysis

• 
  Hiroki Kojima, Takashi Ikegami:
  Organization of a Latent Space structure in VAE/GAN trained by navigation data. 234-243

Cognitive Science

• 
  Peter Neri:
  Deep networks may capture biological behavior for shallow, but not deep, empirical characterizations. 244-266

Learning Systems

• 
  Yutaka Matsuo, Yann LeCun, Maneesh Sahani, Doina Precup, David Silver, Masashi Sugiyama, Eiji Uchibe, Jun Morimoto:
  Deep learning, reinforcement learning, and world models. 267-275
• 
  Cheng Zhuang, Minqi Li, Kaibing Zhang, Zheng Li, Jian Lu:
  Multi-level landmark-guided deep network for face super-resolution. 276-286

Mathematical and Computational Analysis

• 
  Yanbu Guo, Chaoyang Li, Dongming Zhou, Jinde Cao, Hui Liang:
  Context-aware dynamic neural computational models for accurate Poly(A) signal prediction. 287-299

Engineering and Applications

• 
  Lifan Long, Qian Liu, Hong Peng, Jun Wang, Qian Yang:
  Multivariate time series forecasting method based on nonlinear spiking neural P systems and non-subsampled shearlet transform. 300-310

Learning Systems

• 
  Mohammad Jahanbakht, Wei Xiang, Mostafa Rahimi Azghadi:
  Sediment Prediction in the Great Barrier Reef using Vision Transformer with finite element analysis. 311-321
• 
  Bingxin Zhou, Xuebin Zheng, Yu Guang Wang, Ming Li, Junbin Gao:
  Embedding graphs on Grassmann manifold. 322-331

Mathematical and Computational Analysis

• 
  Daniele Fakhoury, Emanuele Fakhoury, Hendrik Speleers:
  ExSpliNet: An interpretable and expressive spline-based neural network. 332-346

Neural Networks Letters

• 
  Pei Li, Wenlin Zhang, Chengjun Lu, Rui Zhang, Xuelong Li:
  Robust kernel principal component analysis with optimal mean. 347-352

Mathematical and Computational Analysis

• 
  Eric Mason, Hrushikesh N. Mhaskar, Adam Guo:
  A manifold learning approach for gesture recognition from micro-Doppler radar measurements. 353-369

Learning Systems

• 
  Seung Park, Yong-Goo Shin:
  Generative convolution layer for image generation. 370-379
• 
  Iosu Rodríguez-Martínez, Julio Lafuente, Regivan H. N. Santiago, Graçaliz Pereira Dimuro, Francisco Herrera, Humberto Bustince:
  Replacing pooling functions in Convolutional Neural Networks by linear combinations of increasing functions. 380-393

Engineering and Applications

• 
  Liwen Zhang, Lianzhen Zhong, Cong Li, Wenjuan Zhang, Chaoen Hu, Di Dong, Zaiyi Liu, Junlin Zhou, Jie Tian:
  Knowledge-guided multi-task attention network for survival risk prediction using multi-center computed tomography images. 394-406

Learning Systems

• 
  Zailong Chen, Chubo Liu, Wangdong Yang, Kenli Li, Keqin Li:
  LAP: Latency-aware automated pruning with dynamic-based filter selection. 407-418

Mathematical and Computational Analysis

• 
  Hui Zhou, Zijiang Liu, Dianhui Chu, Wenxue Li:
  Sampled-data synchronization of complex network based on periodic self-triggered intermittent control and its application to image encryption. 419-433

Learning Systems

• 
  Yuzhuo Qin, Xiaodong Gu, Zhenshan Tan:
  Visual context learning based on textual knowledge for image-text retrieval. 434-449

Neuroscience

• 
  Théophile Champion, Howard Bowman, Marek Grzes:
  Branching time active inference: Empirical study and complexity class analysis. 450-466

Learning Systems

• 
  Song Tang, Yan Zou, Zihao Song, Jianzhi Lyu, Lijuan Chen, Mao Ye, Shouming Zhong, Jianwei Zhang:
  Semantic consistency learning on manifold for source data-free unsupervised domain adaptation. 467-478

Mathematical and Computational Analysis

• 
  Chang Liu, Lixin Yang, Jie Tao, Yong Xu, Tingwen Huang:
  Set-membership filtering for complex networks with constraint communication channels. 479-486

Learning Systems

• 
  Yongqi Tian, Xueyuan Gong, Jialin Tang, Binghua Su, Xiaoxiang Liu, Xinyuan Zhang:
  GIU-GANs: Global Information Utilization for Generative Adversarial Networks. 487-498
• 
  Samer Saab Jr., Khaled Kamal Saab, Shashi Phoha, Minghui Zhu, Asok Ray:
  A multivariate adaptive gradient algorithm with reduced tuning efforts. 499-509
• 
  Meejoung Kim, Inkyu Lee:
  Human-guided auto-labeling for network traffic data: The GELM approach. 510-526

Corrigendum

• 
  Zhi Chang, Dexin Zhao, Huilin Chen, Jingdan Li, Pengfei Liu:
  Corrigendum to "Event-centric Multi-modal Fusion Method for Dense Video Captioning" [Neural Networks 146 (2022) 120-129]. 527

Learning Systems

• 
  Honorius Gâlmeanu, Razvan Andonie:
  Weighted Incremental-Decremental Support Vector Machines for concept drift with shifting window. 528-541

Neuroscience

• 
  Kenji Doya, Arisa Ema, Hiroaki Kitano, Masamichi Sakagami, Stuart Russell:
  Social impact and governance of AI and neurotechnologies. 542-554
• 
  Faramarz Faghihi, Siqi Cai, Ahmed A. Moustafa:
  A neuroscience-inspired spiking neural network for EEG-based auditory spatial attention detection. 555-565