IEEE Transactions on Cognitive and Developmental Systems, Volume 14, Issue 4

1) Guest Editorial Special Issue on Development and Learning and on Epigenetic Robotics

Author(s): Kai Olav Ellefsen, Kerstin Dautenhahn, Jim Torresen

Pages: 1302 - 1305

2) A Predictive Coding Account for Cognition in Human Children and Chimpanzees: A Case Study of Drawing

Author(s): Anja Philippsen, Yukie Nagai

Pages: 1306 - 1319

3) Improving Object Detection Performance Using Scene Contextual Constraints

Author(s): Faisal Alamri, Nicolas Pugeault

Pages: 1320 - 1330

4) Enhancing a Neurocognitive Shared Visuomotor Model for Object Identification, Localization, and Grasping With Learning From Auxiliary Tasks

Author(s): Matthias Kerzel, Fares Abawi, Manfred Eppe, Stefan Wermter

Pages: 1331 - 1343

5) Behavioral Repertoire via Generative Adversarial Policy Networks

Author(s): Marija Jegorova, Stéphane Doncieux, Timothy M. Hospedales

Pages: 1344 - 1355

6) Robot Depth Estimation Inspired by Fixational Movements

Author(s): Angel J. Duran, Angel P. del Pobil

Pages: 1356 - 1366

7) Efficient Online Interest-Driven Exploration for Developmental Robots

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

Pages: 1367 - 1377

8) Conversational Affective Social Robots for Ageing and Dementia Support

Author(s): Maria R. Lima, Maitreyee Wairagkar, Manish Gupta, Ferdinando Rodriguez y Baena, Payam Barnaghi, David J. Sharp, Ravi Vaidyanathan

Pages: 1378 - 1397

9) The Challenges and Opportunities of Human-Centered AI for Trustworthy Robots and Autonomous Systems

Author(s): Hongmei He, John Gray, Angelo Cangelosi, Qinggang Meng, T. Martin McGinnity, Jörn Mehnen

Pages: 1398 - 1412

10) Cognitive Hexagon-Controlled Intelligent Speech Interaction System

Author(s): Himanshu Chaurasiya

Pages: 1413 - 1439

11) Minimum Adversarial Distribution Discrepancy for Domain Adaptation

Author(s): Xiaohan Huang, Xuesong Wang, Qiang Yu, Yuhu Cheng

Pages: 1440 - 1448

12) First-Person Hand Action Recognition Using Multimodal Data

Author(s): Rui Li, Hongyu Wang, Zhenyu Liu, Na Cheng, Hongye Xie

Pages: 1449 - 1464

13) Partially Recurrent Network With Highway Connections

Author(s): Jianyong Wang, Haixian Zhang, Zhang Yi

Pages: 1465 - 1473

14) Predicting Secondary Task Performance: A Directly Actionable Metric for Cognitive Overload Detection

Author(s): Pierluigi Vito Amadori, Tobias Fischer, Ruohan Wang, Yiannis Demiris

Pages: 1474 - 1485

15) A Dynamically Adaptive Approach to Reducing Strategic Interference for Multiagent Systems

Author(s): Wei Pan, Nanding Wang, Chenxi Xu, Kao-Shing Hwang

Pages: 1486 - 1495

16) Improving Synthetic to Realistic Semantic Segmentation With Parallel Generative Ensembles for Autonomous Urban Driving

Author(s): Dewei Yi, Hui Fang, Yining Hua, Jinya Su, Mohammed Quddus, Jungong Han

Pages: 1496 - 1506

17) EEG-Based Cognitive State Classification and Analysis of Brain Dynamics Using Deep Ensemble Model and Graphical Brain Network

Author(s): Debashis Das Chakladar, Partha Pratim Roy, Masakazu Iwamura

Pages: 1507 - 1519

18) A Novel Simulation-Reality Closed-Loop Learning Framework for Autonomous Robot Skill Learning

Author(s): Rong Jiang, Bin He, Zhipeng Wang, Yanmin Zhou, Shoulin Xu, Xin Li

Pages: 1520 - 1531

19) A Hybrid Loop Closure Detection Method Based on Brain-Inspired Models

Author(s): Jiaxin Li, Huajin Tang, Rui Yan

Pages: 1532 - 1543

20) Efficient Motion Symbol Detection and Multikernel Learning for AER Object Recognition

Author(s): Yunhua Chen, Weijie Bai, Qingkun Huang, Jinsheng Xiao

Pages: 1544 - 1552

21) A Hierarchical Architecture for Multisymptom Assessment of Early Parkinson’s Disease via Wearable Sensors

Author(s): Chen Wang, Liang Peng, Zeng-Guang Hou, Yanfeng Li, Ying Tan, Honglin Hao

Pages: 1553 - 1563

22) Convolutional-Recurrent Neural Networks With Multiple Attention Mechanisms for Speech Emotion Recognition

Author(s): Pengxu Jiang, Xinzhou Xu, Huawei Tao, Li Zhao, Cairong Zou

Pages: 1564 - 1573

23) Spatial Cognition-Driven Deep Learning for Car Detection in Unmanned Aerial Vehicle Imagery

Author(s): Jiahui Yu, Hongwei Gao, Jian Sun, Dalin Zhou, Zhaojie Ju

Pages: 1574 - 1583

24) Predefined-Time Synchronization of Stochastic Memristor-Based Bidirectional Associative Memory Neural Networks With Time-Varying Delays

Author(s): Qingjie Wang, Hui Zhao, Aidi Liu, Lixiang Li, Sijie Niu, Chuan Chen

Pages: 1584 - 1593

25) A Two-Stream Neural Network for Pose-Based Hand Gesture Recognition

Author(s): Chuankun Li, Shuai Li, Yanbo Gao, Xiang Zhang, Wanqing Li

Pages: 1594 - 1603

26) Preference Learning to Multifocus Image Fusion via Generative Adversarial Network

Author(s): Min He, Shishuang Yu, Rencan Nie, Chengchao Wang

Pages: 1604 - 1614

27) A Computational Developmental Model of Perceptual Learning for Mobile Robot

Author(s): Dongshu Wang, Kai Yang, Jianbin Xin

Pages: 1615 - 1629

28) rPPG-Based Heart Rate Estimation Using Spatial-Temporal Attention Network

Author(s): Min Hu, Dong Guo, Mingxing Jiang, Fei Qian, Xiaohua Wang, Fuji Ren

Pages: 1630 - 1641

29) Recurrent Network Knowledge Distillation for Image Rain Removal

Author(s): Zhipeng Su, Yixiong Zhang, Jianghong Shi, Xiao-Ping Zhang

Pages: 1642 - 1653

30) Adaptive Spatiotemporal Representation Learning for Skeleton-Based Human Action Recognition

Author(s): Jiahui Yu, Hongwei Gao, Yongquan Chen, Dalin Zhou, Jinguo Liu, Zhaojie Ju

Pages: 1654 - 1665

31) Recognizing Tonal and Nontonal Mandarin Sentences for EEG-Based Brain–Computer Interface

Author(s): Shiau-Ru Yang, Tzyy-Ping Jung, Chin-Teng Lin, Kuan-Chih Huang, Chun-Shu Wei, Herming Chiueh, Yue-Loong Hsin, Guan-Ting Liou, Li-Chun Wang

Pages: 1666 - 1677

32) Visual Sentiment Classification via Low-Rank Regularization and Label Relaxation

Author(s): Xiao Jin, Peiguang Jing, Jiesheng Wu, Jing Xu, Yuting Su

Pages: 1678 - 1690

33) Motion Learning and Rapid Generalization for Musculoskeletal Systems Based on Recurrent Neural Network Modulated by Initial States

Author(s): Xiaona Wang, Jiahao Chen, Hong Qiao

Pages: 1691 - 1704

34) Dynamic Distribution Alignment With Dual-Subspace Mapping for Cross-Subject Driver Mental State Detection

Author(s): Jin Cui, Xuanyu Jin, Hua Hu, Li Zhu, Kenji Ozawa, Gang Pan, Wanzeng Kong

Pages: 1705 - 1716

35) Deep Multiinstance Mammogram Classification With Region Label Assignment Strategy and Metric-Based Optimization

Author(s): Dong Li, Lituan Wang, Ting Hu, Lei Zhang, Qing Lv

Pages: 1717 - 1728

36) Hierarchical Deep Multitask Learning With the Attention Mechanism for Similarity Learning

Author(s): Yan Huang, Qicong Wang, Wenming Yang, Qingmin Liao, Hongying Meng

Pages: 1729 - 1742

37) A Framework of Improving Human Demonstration Efficiency for Goal-Directed Robot Skill Learning

Author(s): Hongmin Wu, Wu Yan, Zhihao Xu, Xuefeng Zhou

Pages: 1743 - 1754

38) Learning to Integrate an Artificial Sensory Device: How Bayesian Integration May Lead to Nonoptimal Perception

Author(s): Mohammad-Ali Nikouei Mahani, Karin Maria Bausenhart, Rolf Ulrich, Majid Nili Ahmadabadi

Pages: 1755 - 1765

39) Self-Evolutionary Neuron Model for Fast-Response Spiking Neural Networks

Author(s): Anguo Zhang, Ying Han, Yuzhen Niu, Yueming Gao, Zhizhang Chen, Kai Zhao

Pages: 1766 - 1777

40) Accelerating Evolutionary Neural Architecture Search via Multifidelity Evaluation

Author(s): Shangshang Yang, Ye Tian, Xiaoshu Xiang, Shichen Peng, Xingyi Zhang

Pages: 1778 - 1792