IEEE Transactions on Cognitive and Development Systems, Volume 15, Issue 3, September 2023

1) Guest Editorial Special Issue on Prediction and Perception in Humans and Robots

Author(s): Alejandra Ciria, Guido Schillaci, Bruno Lara, Emily S. Cross, Angelo Cangelosi

Pages: 981 - 984

2) Learning Deep Features for Robotic Inference From Physical Interactions

Author(s): Atabak Dehban, Shanghang Zhang, Nino Cauli, Lorenzo Jamone, José Santos-Victor

Pages: 985 - 999

3) Learning Robot Manipulation Skills From Human Demonstration Videos Using Two-Stream 2-D/3-D Residual Networks With Self-Attention

Author(s): Xin Xu, Kun Qian, Xingshuo Jing, Wei Song

Pages: 1000 - 1011

4) Behavioral Optimization in a Robotic Serial Reaching Task Using Predictive Information

Author(s): Deniz Sen, Roy De Kleijn, George Kachergis

Pages: 1012 - 1019

5) Shared Perception Is Different From Individual Perception: A New Look on Context Dependency

Author(s): Carlo Mazzola, Francesco Rea, Alessandra Sciutti

Pages: 1020 - 1032

6) So Cloze Yet So Far: N400 Amplitude Is Better Predicted by Distributional Information Than Human Predictability Judgements

Author(s): James A. Michaelov, Seana Coulson, Benjamin K. Bergen

Pages: 1033 - 1042

7) Evaluation of Distraction Effect of Music Stimuli During Cycling Exercise With Low Intensity in Terms of Multiple Time Scale

Author(s): Caijilahu Bao, Zhiqiang Ma, Zhuoyi Wu, Wenjun Gao, Gwanggil Jeon, Tohru Kiryu

Pages: 1043 - 1050

8) Deep Insights of Learning-Based Micro Expression Recognition: A Perspective on Promises, Challenges, and Research Needs

Author(s): Monu Verma, Santosh Kumar Vipparthi, Girdhari Singh

Pages: 1051 - 1069

9) Toward Teachable Autotelic Agents

Author(s): Olivier Sigaud, Ahmed Akakzia, Hugo Caselles-Dupré, Cédric Colas, Pierre-Yves Oudeyer, Mohamed Chetouani

Pages: 1070 - 1084

10) Noninvasive Brain Imaging and Stimulation in Post-Stroke Motor Rehabilitation: A Review

Author(s): Hui Chang, Yixuan Sheng, Jinbiao Liu, Hongyu Yang, Xiangyu Pan, Honghai Liu

Pages: 1085 - 1101

11) Applied Exoskeleton Technology: A Comprehensive Review of Physical and Cognitive Human–Robot Interaction

Author(s): Farhad Nazari, Navid Mohajer, Darius Nahavandi, Abbas Khosravi, Saeid Nahavandi

Pages: 1102 - 1122

12) Deep-Learning-Based Diagnosis and Prognosis of Alzheimer’s Disease: A Comprehensive Review

Author(s): Rahul Sharma, Tripti Goel, M. Tanveer, C. T. Lin, R. Murugan

Pages: 1123 - 1138

13) Recent Advances of Deep Robotic Affordance Learning: A Reinforcement Learning Perspective

Author(s): Xintong Yang, Ze Ji, Jing Wu, Yu-Kun Lai

Pages: 1139 - 1149

14) Flexible Learning Models Utilizing Different Neural Plasticities

Author(s): Lingling An, Ye Yuan, Yunhao Liu, Fan Zhao, Quan Wang, Jian K. Liu

Pages: 1150 - 1160

15) BGL-Net: A Brain-Inspired Global-Local Information Fusion Network for Alzheimer’s Disease Based on sMRI

Author(s): Chen-Chen Fan, Hongjun Yang, Liang Peng, Xiao-Hu Zhou, Zhen-Liang Ni, Yan-Jie Zhou, Sheng Chen, Zeng-Guang Hou

Pages: 1161 - 1169

16) Constructing Cognitive Reasoning and Decision Making Under Attribute Granular Computing Using Fuzzy Petri Nets

Author(s): Ruqi Zhou, Huiyou Chang, Yuepeng Zhou, Jun Xu, Yonghe Lu, Jiali Feng

Pages: 1170 - 1182

17) Query Path Generation via Bidirectional Reasoning for Multihop Question Answering From Knowledge Bases

Author(s): Geng Zhang, Jin Liu, Guangyou Zhou, Zhiwen Xie, Xiao Yu, Xiaohui Cui

Pages: 1183 - 1195

18) Bionic Dual-Loop Emotional Learning Circuit and Its Application in Radiation Early Warning Monitoring

Author(s): Hanpu Zhou, Zhuoying Fei, Qinghui Hong, Jingru Sun, Sichun Du, Tao Li, Jiliang Zhang

Pages: 1196 - 1208

19) A Cerebellum-Inspired Prediction and Correction Model for Motion Control of a Musculoskeletal Robot

Author(s): Jinhan Zhang, Jiahao Chen, Wei Wu, Hong Qiao

Pages: 1209 - 1223

20) Learning Human-to-Robot Dexterous Handovers for Anthropomorphic Hand

Author(s): Haonan Duan, Peng Wang, Yiming Li, Daheng Li, Wei Wei

Pages: 1224 - 1238

21) Deep Decoupling Classification and Regression for Visual Tracking

Author(s): Guang Han, Ruiyu Yang, Hua Gao, Sam Kwong

Pages: 1239 - 1251

22) PAU-Net: Privileged Action Unit Network for Facial Expression Recognition

Author(s): Xuehan Wang, Tong Zhang, C. L. Philip Chen

Pages: 1252 - 1262

23) Visual Place Recognition via a Multitask Learning Method With Attentive Feature Aggregation

Author(s): Peiyu Guan, Zhiqiang Cao, Junzhi Yu, Min Tan, Shuo Wang

Pages: 1263 - 1278

24) Prediction of Treatment Outcome in Major Depressive Disorder Using Ensemble of Hybrid Transfer Learning and Long Short-Term Memory Based on EEG Signal

Author(s): Mohsen Sadat Shahabi, Ahmad Shalbaf

Pages: 1279 - 1288

25) Design and Application of Biomimetic Memory Circuit Based on Hippocampus Mechanism

Author(s): Hegan Chen, Qinghui Hong, Wenqi Liu, Zhongrui Wang, Jiliang Zhang

Pages: 1289 - 1300

26) Effect of a Body Part Action on Body Perception of the Other Inactive Body Part

Author(s): Masayuki Hara, Hisato Sugata, Naofumi Otsuru, Masaya Takasaki, Yuji Ishino, Takeshi Mizuno, Masahito Miki, Noriaki Kanayama

Pages: 1301 - 1313

27) A Reinforcement Learning Method for Rearranging Scattered Irregular Objects Inside a Crate

Author(s): Liang Tang, Hao Liu, Huang Huang, Xinru Xie, Nailong Liu, Mou Li

Pages: 1314 - 1322

28) A Complementary Dual-Branch Network for Appearance-Based Gaze Estimation From Low-Resolution Facial Image

Author(s): Zhesi Zhu, Dong Zhang, Cailong Chi, Ming Li, Dah-Jye Lee

Pages: 1323 - 1334

29) Double Articulation Analyzer With Prosody for Unsupervised Word and Phone Discovery

Author(s): Yasuaki Okuda, Ryo Ozaki, Soichiro Komura, Tadahiro Taniguchi

Pages: 1335 - 1347

30) Dynamic Weighted Filter Bank Domain Adaptation for Motor Imagery Brain–Computer Interfaces

Author(s): Yukun Zhang, Shuang Qiu, Wei Wei, Xuelin Ma, Huiguang He

Pages: 1348 - 1359

31) Patient-Specific Seizure Prediction From Electroencephalogram Signal via Multichannel Feedback Capsule Network

Author(s): Chang Li, Yuchang Zhao, Rencheng Song, Xiang Liu, Ruobing Qian, Xun Chen

Pages: 1360 - 1370

32) Path Planning of Unmanned Autonomous Helicopter Based on Hybrid Satisficing Decision-Enhanced Swarm Intelligence Algorithm

Author(s): Zengliang Han, Mou Chen, Shuyi Shao, Tongle Zhou, Qingxian Wu

Pages: 1371 - 1385

33) A Hybrid Brain–Computer Interface Combining P300 Potentials and Emotion Patterns for Detecting Awareness in Patients With Disorders of Consciousness

Author(s): Jiahui Pan, Lei Wang, Haiyun Huang, Jun Xiao, Fei Wang, Qimei Liang, Chengwei Xu, Yuanqing Li, Qiuyou Xie

Pages: 1386 - 1395

34) GRIMGEP: Learning Progress for Robust Goal Sampling in Visual Deep Reinforcement Learning

Author(s): Grgur Kovač, Adrien Laversanne-Finot, Pierre-Yves Oudeyer

Pages: 1396 - 1407

35) Electroencephalogram-Based Motor Imagery Brain–Computer Interface Using Multivariate Iterative Filtering and Spatial Filtering

Author(s): Kritiprasanna Das, Ram Bilas Pachori

Pages: 1408 - 1418

36) Deep Slice-Crossed Network With Local Weighted Loss for Brain Metastases Segmentation

Author(s): Xin Shu, Lei Zhang, Jiao Qu, Lituan Wang, Zizhou Wang, Wenjing Zhang, Ying Wang, Su Lui

Pages: 1419 - 1429

37) A Novel Probabilistic Network Model for Estimating Cognitive-Gait Connection Using Multimodal Interface

Author(s): Sumit Hazra, Acharya Aditya Pratap, Anup Nandy

Pages: 1430 - 1448

38) A Multirobot Distributed Collaborative Region Coverage Search Algorithm Based on Glasius Bio-Inspired Neural Network

Author(s): Bo Chen, Hui Zhang, Fangfang Zhang, Yanhong Liu, Cheng Tan, Hongnian Yu, Yaonan Wang

Pages: 1449 - 1462

39) Soft Contrastive Learning With Q-Irrelevance Abstraction for Reinforcement Learning

Author(s): Minsong Liu, Luntong Li, Shuai Hao, Yuanheng Zhu, Dongbin Zhao

Pages: 1463 - 1473

40) Multitask Neuroevolution for Reinforcement Learning With Long and Short Episodes

Author(s): Nick Zhang, Abhishek Gupta, Zefeng Chen, Yew-Soon Ong

Pages: 1474 - 1486

41) Priors, Progressions, and Predictions in Science Learning: Theory-Based Bayesian Models of Children’s Revising Beliefs of Water Displacement

Author(s): Joseph A. Colantonio, Igor Bascandziev, Maria Theobald, Garvin Brod, Elizabeth Bonawitz

Pages: 1487 - 1500

42) A Squeeze-and-Excitation and Transformer-Based Cross-Task Model for Environmental Sound Recognition

Author(s): Jisheng Bai, Jianfeng Chen, Mou Wang, Muhammad Saad Ayub, Qingli Yan

Pages: 1501 - 1513

43) HAIN: Multilabel Classification With Hierarchical Attention-Based Interaction Network for Multiturn Dialogue Texts

Author(s): Bin Cao, Kai Wang, Kui Ma, Jing Fan, Rui Yan, Yueshen Xu

Pages: 1514 - 1523

44) Semantic Segmentation Based on Spatial Pyramid Pooling and Multilayer Feature Fusion

Author(s): Jian Ji, Sitong Li, Xianfu Liao, Fangrong Zhang

Pages: 1524 - 1535

45) Evolving Hebbian Learning Rules in Voxel-Based Soft Robots

Author(s): Andrea Ferigo, Giovanni Iacca, Eric Medvet, Federico Pigozzi

Pages: 1536 - 1546

46) Ocular Artifacts Elimination From Multivariate EEG Signal Using Frequency-Spatial Filtering

Author(s): Abhijit Bhattacharyya, Aarushi Verma, Radu Ranta, Ram Bilas Pachori

Pages: 1547 - 1559

47) ABCP: Automatic Blockwise and Channelwise Network Pruning via Joint Search

Author(s): Jiaqi Li, Haoran Li, Yaran Chen, Zixiang Ding, Nannan Li, Mingjun Ma, Zicheng Duan, Dongbin Zhao

Pages: 1560 - 1573

48) Channel-Correlation-Based Selective Knowledge Distillation

Author(s): Jianping Gou, Xiangshuo Xiong, Baosheng Yu, Yibing Zhan, Zhang Yi

Pages: 1574 - 1585

49) Individual Susceptibility to Vigilance Decrement in Prolonged Assisted Driving Revealed by Alert-State Wearable EEG Assessment

Author(s): Manuel Seet, Anastasios Bezerianos, Maria Panou, Evangelos Bekiaris, Nitish Thakor, Andrei Dragomir

Pages: 1586 - 1594

50) Electroencephalogram Emotion Recognition Using Combined Features in Variational Mode Decomposition Domain

Author(s): Zhen-Tao Liu, Si-Jun Hu, Jinhua She, Zhaohui Yang, Xin Xu

Pages: 1595 - 1604

51) An Improved Algorithm for Complete Coverage Path Planning Based on Biologically Inspired Neural Network

Author(s): Linhui Han, Xiangquan Tan, Qingwen Wu, Xu Deng

Pages: 1605 - 1617

52) Pixel-Level Domain Adaptation for Real-to-Sim Object Pose Estimation

Author(s): Kun Qian, Yanhui Duan, Chaomin Luo, Yongqiang Zhao, Xingshuo Jing

Pages: 1618 - 1627

53) A Cerebellum-Inspired Spiking Neural Model With Adapting Rate Neurons

Author(s): Yin Liu, Rong Liu, Jiaxing Wang, Wenqian Chen, Yongxuan Wang, Changkai Sun

Pages: 1628 - 1638