IEEE Transactions on Cognitive and Developmental Systems, Volume 15, Issue 2, June 2023

1) Guest Editorial Special Issue on Intrinsically Motivated Open-Ended Learning (IMOL)

Author(s): Kathryn Kasmarik, Gianluca Baldassarre, Vieri Giuliano Santucci, Jochen Triesch

Pages: 321 - 324

2) Exploration With Intrinsic Motivation Using Object–Action–Outcome Latent Space

Author(s): Melisa Idil Sener, Yukie Nagai, Erhan Oztop, Emre Ugur

Pages: 325 - 336

3) Intrinsic Plasticity for Online Unsupervised Learning Based on Soft-Reset Spiking Neuron Model

Author(s): Anguo Zhang, Yueming Gao, Yuzhen Niu, Xiumin Li, Qing Chen

Pages: 337 - 347

4) Learning Abstract Representations Through Lossy Compression of Multimodal Signals

Author(s): Charles Wilmot, Gianluca Baldassarre, Jochen Triesch

Pages: 348 - 360

5) Goal-Directed Empowerment: Combining Intrinsic Motivation and Task-Oriented Behavior

Author(s): Nicola Catenacci Volpi, Daniel Polani

Pages: 361 - 372

6) Interest-Driven Exploration With Observational Learning for Developmental Robots

Author(s): Rania Rayyes, Heiko Donat, Jochen Steil, Michael Spranger

Pages: 373 - 384

7) Combining Social and Intrinsically Motivated Learning for Multitask Robot Skill Acquisition

Author(s): Thibaut Kulak, Sylvain Calinon

Pages: 385 - 394

8) Efficient Dialog Policy Learning With Hindsight, User Modeling, and Adaptation

Author(s): Keting Lu, Yan Cao, Xiaoping Chen, Shiqi Zhang

Pages: 395 - 408

9) 3D_DEN: Open-Ended 3-D Object Recognition Using Dynamically Expandable Networks

Author(s): Sudhakaran Jain, Hamidreza Kasaei

Pages: 409 - 418

10) Goal-Directed Tactile Exploration for Body Model Learning Through Self-Touch on a Humanoid Robot

Author(s): Filipe Gama, Maksym Shcherban, Matthias Rolf, Matej Hoffmann

Pages: 419 - 433

11) On the Effects of Leader–Follower Roles in Dyadic Human–Robot Synchronization

Author(s): Costanza Messeri, Andrea Maria Zanchettin, Paolo Rocco, Elena Gianotti, Alice Chirico, Stefano Magoni, Andrea Gaggioli

Pages: 434 - 443

12) Functional Integration and Separation of Brain Network Based on Phase Locking Value During Emotion Processing

Author(s): Zhong-Min Wang, Rui Zhou, Yan He, Xiao-Min Guo

Pages: 444 - 453

13) A Hybrid BCI Using Singular Value Decomposition Values of the Fast Walsh–Hadamard Transform Coefficients

Author(s): Ebru Ergün, Onder Aydemir

Pages: 454 - 463

14) Intelligent Prediction Method for Updraft of UAV That Is Based on LSTM Network

Author(s): Yuxiang Zhang, Ke Li, Ke Li, Jingyi Liu

Pages: 464 - 475

15) Deep Binocular Fixation Prediction Using a Hierarchical Multimodal Fusion Network

Author(s): Wujie Zhou, Wenyu Liu, Jingsheng Lei, Ting Luo, Lu Yu

Pages: 476 - 486

16) Transfer Learning: Rotation Alignment With Riemannian Mean for Brain–Computer Interfaces and Wheelchair Control

Author(s): Xianlun Tang, Xingchen Li, Wei Li, Bohui Hao, Ying Xie, Xiaoyuan Dang

Pages: 487 - 498

17) The Influence of Robot Traits and Evolutionary Dynamics on the Reality Gap

Author(s): Fuda van Diggelen, Eliseo Ferrante, Nihed Harrak, Jie Luo, Daan Zeeuwe, A. E. Eiben

Pages: 499 - 506

18) Morpho Evolution With Learning Using a Controller Archive as an Inheritance Mechanism

Author(s): Léni K. Le Goff, Edgar Buchanan, Emma Hart, Agoston E. Eiben, Wei Li, Matteo De Carlo, Alan F. Winfield, Matthew F. Hale, Robert Woolley, Mike Angus, Jon Timmis, Andy M. Tyrrell

Pages: 507 - 517

19) Recurrent-Neural-Network-Based Polynomial Noise Resistance Model for Computing Dynamic Nonlinear Equations Applied to Robotics

Author(s): Mei Liu, Jiachang Li, Shuai Li, Nianyin Zeng

Pages: 518 - 529

20) Unbiased Spatiotemporal Representation With Uncertainty Control for Person Reidentification

Author(s): Xiu Zhang, Bir Bhanu

Pages: 530 - 543

21) MultiselfGAN: A Self-Guiding Neural Architecture Search Method for Generative Adversarial Networks With Multicontrollers

Author(s): Jiachen Shi, Guoqiang Zhou, Shudi Bao, Jun Shen

Pages: 544 - 554

22) Multimodal Urban Sound Tagging With Spatiotemporal Context

Author(s): Jisheng Bai, Jianfeng Chen, Mou Wang

Pages: 555 - 565

23) Bootstrapping Concept Formation in Small Neural Networks

Author(s): Minija Tamosiunaite, Tomas Kulvicius, Florentin Wörgötter

Pages: 566 - 580

24) Cognitive Workload Estimation Using Variational Autoencoder and Attention-Based Deep Model

Author(s): Debashis Das Chakladar, Sumalyo Datta, Partha Pratim Roy, Vinod A. Prasad

Pages: 581 - 590

25) A Multiscale Feature Extraction Network Based on Channel-Spatial Attention for Electromyographic Signal Classification

Author(s): Biao Sun, Beida Song, Jiajun Lv, Peiyin Chen, Xinlin Sun, Chao Ma, Zhongke Gao

Pages: 591 - 601

26) HMANet: Hyperbolic Manifold Aware Network for Skeleton-Based Action Recognition

Author(s): Jinghong Chen, Chong Zhao, Qicong Wang, Hongying Meng

Pages: 602 - 614

27) Toward Accurate Camouflaged Object Detection With In-Layer Information Enhancement and Cross-Layer Information Aggregation

Author(s): Hongbo Bi, Cong Zhang, Kang Wang, Ranwan Wu

Pages: 615 - 624

28) Topological EEG Nonlinear Dynamics Analysis for Emotion Recognition

Author(s): Yan Yan, Xuankun Wu, Chengdong Li, Yini He, Zhicheng Zhang, Huihui Li, Ang Li, Lei Wang

Pages: 625 - 638

29) Fisher Regularized ε-Dragging for Image Classification

Author(s): Zhe Chen, Xiao-Jun Wu, Josef Kittler

Pages: 639 - 650

30) Automated Video Classification System Driven by Characteristics of Emotional Human Brainwaves Caused by Audiovisual Stimuli

Author(s): Dong-Ki Jeong, Hyoung-Gook Kim, Jin Young Kim

Pages: 651 - 661

31) Regional Scalp EEGs Analysis and Classification on Typical Childhood Epilepsy Syndromes

Author(s): Xiaonan Cui, Jiuwen Cao, Dinghan Hu, Tianlei Wang, Tiejia Jiang, Feng Gao

Pages: 662 - 674

32) A Cognitive-Driven Ordinal Preservation for Multimodal Imbalanced Brain Disease Diagnosis

Author(s): Qi Zhu, Ting Zhu, Rui Zhang, Haizhou Ye, Kai Sun, Yong Xu, Daoqiang Zhang

Pages: 675 - 689

33) HHFS: A Hybrid Hierarchical Feature Selection Method for Ageing Gene Classification

Author(s): Dehui Li, Quanwang Wu, Mengchu Zhou, Fengji Luo

Pages: 690 - 699

34) Multistep-Ahead Chaotic Time Series Prediction Based on Hierarchical Echo State Network With Augmented Random Features

Author(s): Xiaodong Na, Mengyuan Zhang, Weijie Ren, Min Han

Pages: 700 - 711

35) A Cognitive Fuzzy Evidential Reasoning Approach for Multiexpert Multicriterion Decision Making

Author(s): Zhen Zeng, Lisheng Jiang, Huchang Liao

Pages: 712 - 723

36) Neural Encoding and Decoding With a Flow-Based Invertible Generative Model

Author(s): Qiongyi Zhou, Changde Du, Dan Li, Haibao Wang, Jian K. Liu, Huiguang He

Pages: 724 - 736

37) A Self-Trained Spatial Graph Convolutional Network for Unsupervised Human-Related Anomalous Event Detection in Complex Scenes

Author(s): Nanjun Li, Faliang Chang, Chunsheng Liu

Pages: 737 - 750

38) Object-Oriented Semantic SLAM Based on Geometric Constraints of Points and Lines

Author(s): Teng Ran, Liang Yuan, Jianbo Zhang, Zhizhou Wu, Li He

Pages: 751 - 760

39) Visual Image Decoding of Brain Activities Using a Dual Attention Hierarchical Latent Generative Network With Multiscale Feature Fusion

Author(s): Jie Luo, Weigang Cui, Jingyu Liu, Yang Li, Yuzhu Guo, Song Xu, Lina Wang

Pages: 761 - 773

40) Face Editing Based on Facial Recognition Features

Author(s): Xin Ning, Shaohui Xu, Fangzhe Nan, Qingliang Zeng, Chen Wang, Weiwei Cai, Weijun Li, Yizhang Jiang

Pages: 774 - 783

41) Motion Projection Consistency-Based 3-D Human Pose Estimation With Virtual Bones From Monocular Videos

Author(s): Guangming Wang, Honghao Zeng, Ziliang Wang, Zhe Liu, Hesheng Wang

Pages: 784 - 793

42) Four-Criterion-Optimization-Based Coordination Motion Control of Dual-Arm Robots

Author(s): Yuchuang Tong, Jinguo Liu, Xin Zhang, Zhaojie Ju

Pages: 794 - 807

43) Action Potential Parameters and Spiking Behavior of Cortical Neurons: A Statistical Analysis for Designing Spiking Neural Networks

Author(s): Ayan Chakraborty, Sashmita Panda, Saswat Chakrabarti

Pages: 808 - 818

44) SURRL: Structural Unsupervised Representations for Robot Learning

Author(s): Fengyi Zhang, Yurou Chen, Hong Qiao, Zhiyong Liu

Pages: 819 - 831

45) Multimodal Self-Paced Locality-Preserving Learning for Diagnosis of Alzheimer’s Disease

Author(s): Xiaoke Hao, Ruxue Wang, Yingchun Guo, Yunjia Xiao, Ming Yu, Meiling Wang, Weibin Chen, Daoqiang Zhang

Pages: 832 - 843

46) A Novel Biologically Inspired Structural Model for Feature Correspondence

Author(s): Yan-Feng Lu, Xu Yang, Yi Li, Qian Yu, Zhi-Yong Liu, Hong Qiao

Pages: 844 - 854

47) Bidirectional Gated Edge-Labeling Graph Recurrent Neural Network for Few-Shot Learning

Author(s): Qian Wang, Hefei Ling, Baiyan Zhang, Ping Li, Zongyi Li, Yuxuan Shi, Chengxin Zhao, Chuang Zhao

Pages: 855 - 864

48) Autonomous Skill Learning of Water Polo Ball Heading for a Robotic Fish: Curriculum and Verification

Author(s): Tiandong Zhang, Rui Wang, Shuo Wang, Yu Wang, Long Cheng, Gang Zheng, Min Tan

Pages: 865 - 876

49) Incremental Multilayer Broad Learning System With Stochastic Configuration Algorithm for Regression

Author(s): Shifei Ding, Chenglong Zhang, Jian Zhang, Lili Guo, Ling Ding

Pages: 877 - 886

50) Hierarchical Graph Neural Network Based on Semi-Implicit Variational Inference

Author(s): Hai-Long Su, Zhi-Peng Li, Xiao-Bo Zhu, Li-Na Yang, Valeriya Gribova, Vladimir Fedorovich Filaretov, Anthony G. Cohn, De-Shuang Huang

Pages: 887 - 895

51) Extending the Omniglot Challenge: Imitating Handwriting Styles on a New Sequential Data Set

Author(s): Sarah Fabi, Sebastian Otte, Fedor Scholz, Julius Wührer, Matthias Karlbauer, Martin V. Butz

Pages: 896 - 903

52) Residual Dense Attention Networks for COVID-19 Computed Tomography Images Super Resolution

Author(s): Defu Qiu, Yuhu Cheng, Xuesong Wang

Pages: 904 - 913

53) Reinforcement Learning for Pass Detection and Generation of Possession Statistics in Soccer

Author(s): Saikat Sarkar, Dipti Prasad Mukherjee, Amlan Chakrabarti

Pages: 914 - 924

54) An Information Dissemination Model Based on the Rumor and Anti-Rumor and Stimulate-Rumor and Tripartite Cognitive Game

Author(s): Qian Li, Tiancheng Xiang, Tianji Dai, Yunpeng Xiao

Pages: 925 - 937

55) Lightweight Source-Free Transfer for Privacy-Preserving Motor Imagery Classification

Author(s): Wen Zhang, Dongrui Wu

Pages: 938 - 949

56) In-Ear SpO2 for Classification of Cognitive Workload

Author(s): Harry J. Davies, Ian Williams, Ghena Hammour, Metin Yarici, Michael J. Stacey, Barry M. Seemungal, Danilo P. Mandic

Pages: 950 - 958

57) Detection and Estimation of Cognitive Conflict During Physical Human–Robot Collaboration

Author(s): Stefano Aldini, Avinash K. Singh, Daniel Leong, Yu-Kai Wang, Marc G. Carmichael, Dikai Liu, Chin-Teng Lin

Pages: 959 - 968

58) View-Adaptive Graph Neural Network for Action Recognition

Author(s): Ali Raza Shahid, Mehmood Nawaz, Xinqi Fan, Hong Yan

Pages: 969 - 978