Journal: IEEE T. Autonomous Mental Development

Volume 13, Issue 4

732 -- 749Vaishali Khurana, Monika Gahalawat, Pradeep Kumar 0002, Partha Pratim Roy 0001, Debi Prosad Dogra, Erik J. Scheme, Mohammad Soleymani 0001. A Survey on Neuromarketing Using EEG Signals
750 -- 768Martín Naya-Varela, Andrés Faiña, Richard J. Duro. Morphological Development in Robotic Learning: A Survey
769 -- 778Chanlin Yi, Chunli Chen, Lin Jiang, Qin Tao, Fali Li, Yajing Si, Tao Zhang 0017, Dezhong Yao 0001, Peng Xu 0001. Constructing EEG Large-Scale Cortical Functional Network Connectivity Based on Brain Atlas by S Estimator
779 -- 790Vito Monteleone, Liliana Lo Presti, Marco La Cascia, Soizic Gauthierb, Jean Xavier, Mohamed Zaoui, Alain Berthoz, David Cohen, Mohamed Chetouani, Salvatore Maria Anzalone. Semiautomatic Behavioral Change-Point Detection: A Case Study Analyzing Children Interactions With a Social Agent
791 -- 805Ben Talbot, Feras Dayoub, Peter Corke, Gordon F. Wyeth. Robot Navigation in Unseen Spaces Using an Abstract Map
806 -- 817Xinghua Qu, Zhu Sun, Yew-Soon Ong, Abhishek Gupta 0001, Pengfei Wei. Minimalistic Attacks: How Little It Takes to Fool Deep Reinforcement Learning Policies
818 -- 826Ataollah Ramezan Shirazi, Yaochu Jin. Regulated Morphogen Gradients for Target Surrounding and Adaptive Shape Formation
827 -- 840Haibao Wang, Lijie Huang, Changde Du, Dan Li, Bo Wang, Huiguang He. Neural Encoding for Human Visual Cortex With Deep Neural Networks Learning "What" and "Where"
841 -- 852Ning Qiang, Qinglin Dong, Fangfei Ge, Hongtao Liang, Bao Ge, Shu Zhang 0001, Yifei Sun, Jie Gao, Tianming Liu. Deep Variational Autoencoder for Mapping Functional Brain Networks
853 -- 864Flora Ferreira, Weronika Wojtak, Emanuel Sousa, Luís Louro, Estela Bicho, Wolfram Erlhagen. Rapid Learning of Complex Sequences With Time Constraints: A Dynamic Neural Field Model
865 -- 874Yong Wu, Kun Zhang, Di Wu 0030, Chao Wang 0071, Chang-an Yuan 0001, Xiao Qin 0005, Tao Zhu, Yuchuan Du, Hanli Wang, De-Shuang Huang. Person Reidentification by Multiscale Feature Representation Learning With Random Batch Feature Mask
875 -- 884Jinfang Wang, Ke Lv, Chang Liu, Xinli Nie, Dhananjaya Gowda, Shuxin Luan. Automatic Assessment for Severe Self-Reported Depressive Symptoms Using Speech Cues
885 -- 897Dongdong Li, Bing Chai, Zhe Wang 0002, Hai Yang, Wenli Du. EEG Emotion Recognition Based on 3-D Feature Representation and Dilated Fully Convolutional Networks
898 -- 911Haifeng Zhang 0006, Wen Su, Jun Yu 0001, Zengfu Wang. Identity-Expression Dual Branch Network for Facial Expression Recognition
912 -- 921Wei Yuan, Ming Yang 0002, Chunxiang Wang, Bing Wang 0006. VRDriving: A Virtual-to-Real Autonomous Driving Framework Based on Adversarial Learning
922 -- 933Ioanna Giorgi, Bruno Golosio, Massimo Esposito, Angelo Cangelosi, Giovanni Luca Masala. Modeling Multiple Language Learning in a Developmental Cognitive Architecture
934 -- 944Fanyu Zeng, Chen Wang, Shuzhi Sam Ge. Tutor-Guided Interior Navigation With Deep Reinforcement Learning
945 -- 954Zhongke Gao, Xinmin Wang, Yuxuan Yang, Yanli Li, Kai Ma 0002, Guanrong Chen. A Channel-Fused Dense Convolutional Network for EEG-Based Emotion Recognition
955 -- 968Difei Zeng, Kejie Huang, Cenglin Xu, Haibin Shen, Zhong Chen. Hierarchy Graph Convolution Network and Tree Classification for Epileptic Detection on Electroencephalography Signals
969 -- 983Yu Zhou, Lianghai Jin, Hong Liu 0005, Enmin Song. Color Facial Expression Recognition by Quaternion Convolutional Neural Network With Gabor Attention
984 -- 994Rung-Yu Tseng, Taowei Wang, Szu-Wei Fu, Chia-Ying Lee, Yu Tsao 0001. A Study of Joint Effect on Denoising Techniques and Visual Cues to Improve Speech Intelligibility in Cochlear Implant Simulation
995 -- 1009Tianhao Gu, Zhe Wang 0002, Dongdong Li, Hai Yang, Wenli Du, Yangming Zhou. OnionNet: Single-View Depth Prediction and Camera Pose Estimation for Unlabeled Video
1010 -- 1022Ming Liu 0003, Weiling Chang, Chao Li, Yuchun Ji, Ruiguang Li, Minyu Feng. Discrete Interactions in Decentralized Multiagent Coordination: A Probabilistic Perspective
1023 -- 1032Yuhu Cheng, Lin Chen, C. L. Philip Chen, Xuesong Wang 0001. Off-Policy Deep Reinforcement Learning Based on Steffensen Value Iteration

Volume 13, Issue 3

444 -- 452Maxwell Hwang, Wei-Cheng Jiang, Yu-Jen Chen, Kao-Shing Hwang, Yi-Chia Tseng. An Efficient Unified Approach Using Demonstrations for Inverse Reinforcement Learning
453 -- 464Hao Wu 0019, Ziyu Zhu, Jiayi Wang, Nanning Zheng 0001, Badong Chen. An Encoding Framework With Brain Inner State for Natural Image Identification
465 -- 474Zhijun Zhang 0003, Song Yang, Siyuan Chen, Yamei Luo, Hui Yang 0005, Yu Liu 0014. A Vector-Based Constrained Obstacle Avoidance Scheme for Wheeled Mobile Redundant Robot Manipulator
475 -- 490Muhammad Yousefnezhad, Alessandro Selvitella, Liangxiu Han, Daoqiang Zhang. Supervised Hyperalignment for Multisubject fMRI Data Alignment
491 -- 502Yingxin Wang, Xiushan Nie, Yang Shi, Xin Zhou, Yilong Yin. Attention-Based Video Hashing for Large-Scale Video Retrieval
503 -- 513Bing Wei, Kuangrong Hao, Lei Gao 0002, Xue-song Tang. Bioinspired Visual-Integrated Model for Multilabel Classification of Textile Defect Images
514 -- 523Yixuan Wang, Yang Xu, Rui Yan 0005, Huajin Tang. Deep Spiking Neural Networks With Binary Weights for Object Recognition
524 -- 534Vishav Jyoti, Sanika Gupta, Uttama Lahiri. Understanding the Role of Objects in Joint Attention Task Framework for Children With Autism
535 -- 545Zizhou Wang, Lei Zhang 0005, Xin Shu, Qing Lv, Zhang Yi 0001. An End-to-End Mammogram Diagnosis: A New Multi-Instance and Multiscale Method Based on Single-Image Feature
546 -- 554Huan Liu 0006, Xintao Hu, Yudan Ren, Liting Wang, Lei Guo 0002, Christine Cong Guo, Junwei Han. Neural Correlates of Interobserver Visual Congruency in Free-Viewing Condition
555 -- 565Enhui Lv, Yuhu Cheng, Xuesong Wang 0001, C. L. Philip Chen. Deep Convolutional Network Based on Interleaved Fusion Group
566 -- 574Tien-Thong Nguyen Do, Yu-Kai Wang, Chin-Teng Lin. Increase in Brain Effective Connectivity in Multitasking but not in a High-Fatigue State
575 -- 585Edmond Qi Wu, Ping-Yu Deng, Xu-Yi Qiu, Zhiri Tang, Wen-Ming Zhang, Li-Min Zhu, He Ren, Gui-Rong Zhou, Richard S. F. Sheng. Detecting Fatigue Status of Pilots Based on Deep Learning Network Using EEG Signals
586 -- 592Yajing Si, Fali Li, Fang Li, Jingwei Tu, Chanlin Yi, Qin Tao, Xiabing Zhang, Changfu Pei, Shan Gao, Dezhong Yao 0001, Peng Xu 0001. The Growing From Adolescence to Adulthood Influences the Decision Strategy to Unfair Situations
593 -- 606Chi Zhang 0002, Lina Sun, Fengyu Cong, Tapani Ristaniemi. Spatiotemporal Dynamical Analysis of Brain Activity During Mental Fatigue Process
607 -- 620Jianwei Zheng, Chao Lu 0005, Cong Hao, Deming Chen, Donghui Guo. Improving the Generalization Ability of Deep Neural Networks for Cross-Domain Visual Recognition
621 -- 630Wei Wu, Wei Sun 0028, Q. M. Jonathan Wu, Cheng Zhang, Yimin Yang, Hongshan Yu, Bao-Liang Lu. Faster Single Model Vigilance Detection Based on Deep Learning
631 -- 644Yi Lu, Yaran Chen, Dongbin Zhao, Bao Liu, Zhichao Lai, Jianxin Chen. CNN-G: Convolutional Neural Network Combined With Graph for Image Segmentation With Theoretical Analysis
645 -- 656Zhiri Tang, Ruohua Zhu, Ruihan Hu, Yanhua Chen, Edmond Qi Wu, Hao Wang 0046, Jin He 0002, Qijun Huang, Sheng Chang. A Multilayer Neural Network Merging Image Preprocessing and Pattern Recognition by Integrating Diffusion and Drift Memristors
657 -- 667Yan-Jie Zhou, Xiao-Liang Xie, Xiao-Hu Zhou, Shi-Qi Liu, Gui-bin Bian, Zeng-Guang Hou. A Real-Time Multifunctional Framework for Guidewire Morphological and Positional Analysis in Interventional X-Ray Fluoroscopy
668 -- 678Hongtao Wang 0001, Xucheng Liu, Junhua Li, Tao Xu, Anastasios Bezerianos, Yu Sun 0014, Feng Wan. Driving Fatigue Recognition With Functional Connectivity Based on Phase Synchronization
679 -- 692Fatma S. Abousaleh, Wen-Huang Cheng, Neng-Hao Yu, Yu Tsao 0001. Multimodal Deep Learning Framework for Image Popularity Prediction on Social Media
693 -- 704Zhanshan Wang, Xianshuang Yao, Zhanjun Huang, Lei Liu 0006. Deep Echo State Network With Multiple Adaptive Reservoirs for Time Series Prediction
705 -- 716Wenjie Liu 0004, Guoqing Wu, Fuji Ren. Deep Multibranch Fusion Residual Network for Insect Pest Recognition
717 -- 728Katharina J. Rohlfing, Philipp Cimiano, Ingrid Scharlau, Tobias Matzner, Heike M. Buhl, Hendrik Buschmeier, Elena Esposito, Angela Grimminger, Barbara Hammer, Reinhold Häb-Umbach, Ilona Horwath, Eyke Hüllermeier, Friederike Kern, Stefan Kopp, Kirsten Thommes, Axel-Cyrille Ngonga Ngomo, Carsten Schulte, Henning Wachsmuth, Petra Wagner, Britta Wrede. Explanation as a Social Practice: Toward a Conceptual Framework for the Social Design of AI Systems

Volume 13, Issue 2

234 -- 238Nicolás Navarro-Guerrero, Sao Mai Nguyen, Erhan Öztop, Junpei Zhong. Guest Editorial Special Issue on Continual Unsupervised Sensorimotor Learning
239 -- 248Pierre Fournier, Cédric Colas, Mohamed Chetouani, Olivier Sigaud. CLIC: Curriculum Learning and Imitation for Object Control in Nonrewarding Environments
249 -- 261Keyu Wu, Han Wang 0001, Mahdi Abolfazli Esfahani, Shenghai Yuan. BND*-DDQN: Learn to Steer Autonomously Through Deep Reinforcement Learning
262 -- 273Sherif M. Abdelfattah, Kathryn E. Merrick, Jiankun Hu. Intrinsically Motivated Hierarchical Policy Learning in Multiobjective Markov Decision Processes
274 -- 285Paresh Dhakan, Kathryn Kasmarik, Iñaki Rañó, Nazmul H. Siddique. Open-Ended Continuous Learning of Compound Goals
286 -- 297Serkan Bugur, Erhan Öztop, Yukie Nagai, Emre Ugur. Effect Regulated Projection of Robot's Action Space for Production and Prediction of Manipulation Primitives Through Learning Progress and Predictability-Based Exploration
298 -- 311Christian Gumbsch, Martin V. Butz, Georg Martius. Autonomous Identification and Goal-Directed Invocation of Event-Predictive Behavioral Primitives
312 -- 325Valentin Marcel, Sylvain Argentieri, Bruno Gas. Where Do I Move My Sensors? Emergence of a Topological Representation of Sensors Poses From the Sensorimotor Flow
326 -- 342Silvia Pagliarini, Arthur Leblois, Xavier Hinaut. Vocal Imitation in Sensorimotor Learning Models: A Comparative Review
343 -- 353Peng Song 0002, Wenming Zheng, Yanwei Yu, Shifeng Ou. Speech Emotion Recognition Based on Robust Discriminative Sparse Regression
354 -- 367Yang Li 0019, Lei Wang 0001, Wenming Zheng, Yuan Zong, Lei Qi 0001, Zhen Cui 0001, Tong Zhang 0021, Tengfei Song. A Novel Bi-Hemispheric Discrepancy Model for EEG Emotion Recognition
368 -- 382Dinghan Hu, Jiuwen Cao, Xiaoping Lai, Junbiao Liu, Shuang Wang, Yao Ding 0002. Epileptic Signal Classification Based on Synthetic Minority Oversampling and Blending Algorithm
383 -- 390Fali Li, Chanlin Yi, Yuanyuan Liao, Yuanling Jiang, Yajing Si, Limeng Song, Tao Zhang 0017, Dezhong Yao 0001, Yangsong Zhang, Zehong Cao, Peng Xu 0001. Reconfiguration of Brain Network Between Resting State and P300 Task
391 -- 402Yongchen Guo, Bo Pan, Yili Fu, Max Q.-H. Meng. A Novel Grip Force Cognition Scheme for Robot-Assisted Minimally Invasive Surgery
403 -- 415Yuanjing Feng, Jiahao Song, Wenxuan Yan, Jingqiang Wang, Changchen Zhao, Qingrun Zeng. Investigation of Local White Matter Properties in Professional Chess Player: A Diffusion Magnetic Resonance Imaging Study Based on Automatic Annotation Fiber Clustering
416 -- 428Raphael Braud, Alexandros Giagkos, Patricia Shaw, Mark H. Lee, Qiang Shen 0001. Robot Multimodal Object Perception and Recognition: Synthetic Maturation of Sensorimotor Learning in Embodied Systems
429 -- 441Huankun Sheng, Hongwei Mo, Christian-Marie Moanda Ndeko Mosengo. A Hippocampal-Entorhinal System Inspired Model for Visual Concept Representation

Volume 13, Issue 1

2 -- 5Xin Wang 0041, Angelo Cangelosi, Chenguang Yang, Yan Wu, Fanny Ficuciello. Guest Editorial: Special Issue on Human-Friendly Cognitive Robotics
6 -- 15Cristiano Russo, Kurosh Madani, Antonio Maria Rinaldi. An Unsupervised Approach for Knowledge Construction Applied to Personal Robots
16 -- 30Nguyen Tan Viet Tuyen, Armagan Elibol, Nak Young Chong. Learning Bodily Expression of Emotion for Social Robots Through Human Interaction
31 -- 44Xiao Huang, Wei Wu 0003, Hong Qiao. Computational Modeling of Emotion-Motivated Decisions for Continuous Control of Mobile Robots
45 -- 56Xinyu Wu 0001, Yue Ma 0006, Xu Yong, Chao Wang, Yong He, Nan Li 0027. Locomotion Mode Identification and Gait Phase Estimation for Exoskeletons During Continuous Multilocomotion Tasks
57 -- 66Dong Wei, Zhijun Li 0001, Qiang Wei, Hang Su 0001, Bo Song, Wei He 0001, Jianqiang Li 0001. Human-in-the-Loop Control Strategy of Unilateral Exoskeleton Robots for Gait Rehabilitation
67 -- 79Shiyin Qiu, Wei Guo 0015, Darwin G. Caldwell, Fei Chen 0007. Exoskeleton Online Learning and Estimation of Human Walking Intention Based on Dynamical Movement Primitives
80 -- 90Yu Cao, Jian Huang 0001, Caihua Xiong. Single-Layer Learning-Based Predictive Control With Echo State Network for Pneumatic-Muscle-Actuators-Driven Exoskeleton
91 -- 104Paolo Di Lillo, Filippo Arrichiello, Daniele Di Vito, Gianluca Antonelli. BCI-Controlled Assistive Manipulator: Developed Architecture and Experimental Results
105 -- 117Junjun Li, Zhijun Li 0001, Xinde Li, Ying Feng, Yingbai Hu, Bugong Xu. Skill Learning Strategy Based on Dynamic Motion Primitives for Human-Robot Cooperative Manipulation
118 -- 131Le Fu, Jie Zhao 0003. Maxwell-Model-Based Compliance Control for Human-Robot Friendly Interaction
132 -- 140Marco Monforte, Fanny Ficuciello. A Reinforcement Learning Method Using Multifunctional Principal Component Analysis for Human-Like Grasping
141 -- 150Yikang Yang, Feng Duan, Jia Ren, Jianing Xue, Yizhi Lv, Chi Zhu, Hiroshi Yokoi. Performance Comparison of Gesture Recognition System Based on Different Classifiers
151 -- 161Long Cheng 0001, Yang Liu, Zeng-Guang Hou, Min Tan 0001, Dajun Du, Minrui Fei. A Rapid Spiking Neural Network Approach With an Application on Hand Gesture Recognition
162 -- 170Ning Wang 0009, Chuize Chen, Alessandro G. Di Nuovo. A Framework of Hybrid Force/Motion Skills Learning for Robots
171 -- 178Fuchun Sun 0001, Huaping Liu 0001, Chao Yang, Bin Fang 0003. Multimodal Continual Learning Using Online Dictionary Updating
179 -- 188Jing Guo, Yi Liu, Qing Qiu, Jie Huang, Chao Liu 0003, Zhiguang Cao, Yue Chen. A Novel Robotic Guidance System With Eye-Gaze Tracking Control for Needle-Based Interventions
189 -- 199Jianqiang Li 0001, Changping Ji, Guokai Yan, Linlin You, Jie Chen. An Ensemble Net of Convolutional Auto-Encoder and Graph Auto-Encoder for Auto-Diagnosis
200 -- 208Feng Duan, Xina Ren, Yikang Yang. A Gesture Recognition System Based on Time Domain Features and Linear Discriminant Analysis
209 -- 222Wei Wu, Q. M. Jonathan Wu, Wei Sun, Yimin Yang, Xiaofang Yuan, Wei-Long Zheng, Bao-Liang Lu. A Regression Method With Subnetwork Neurons for Vigilance Estimation Using EOG and EEG
223 -- 230Chinedu Pascal Ezenkwu, Andrew Starkey. Unsupervised Temporospatial Neural Architecture for Sensorimotor Map Learning