IEEE Transactions on Cognitive and Developmental Systems, Volume 17, Issue 6, December 2025

1) CLARE: Cognitive Load Assessment in Real-Time With Multimodal Data

Author(s): Anubhav Bhatti, Prithila Angkan, Behnam Behinaein, Zunayed Mahmud, Dirk Rodenburg, Heather Braund, P. James Mclellan, Aaron Ruberto, Geoffery Harrison, Daryl Wilson, Adam Szulewski, Dan Howes, Ali Etemad, Paul Hungler

Pages: 1337 - 1349

2) Electroencephalogram-Based Unified Approach for Multiple Neurodevelopmental Disorders Detection in Children Using Successive Multivariate Variational Mode Decomposition

Author(s): Ujjawal Chandela, Kazi Newaj Faisal, Rishi Raj Sharma

Pages: 1350 - 1359

3) AVTENet: A Human-Cognition-Inspired Audio-Visual Transformer-Based Ensemble Network for Video Deepfake Detection

Author(s): Ammarah Hashmi, Sahibzada Adil Shahzad, Chia Wen Lin, Yu Tsao, Hsin-Min Wang

Pages: 1360 - 1376

4) Improve Knowledge Distillation via Label Revision and Data Selection

Author(s): Weichao Lan, Yiu-ming Cheung, Qing Xu, Buhua Liu, Zhikai Hu, Mengke Li, Zhenghua Chen

Pages: 1377 - 1388

5) Multiscale Convolutional Transformer With Diverse-Aware Feature Learning for Motor Imagery EEG Decoding

Author(s): Wenlong Hang, Junliang Wang, Shuang Liang, Baiying Lei, Qiong Wang, Guanglin Li, Badong Chen, Jing Qin

Pages: 1389 - 1400

6) Evaluating the Tradeoff Between Analogical Reasoning Ability and Efficiency in Large Language Models

Author(s): Kara L. Combs, Isaiah Goble, Spencer V. Howlett, Yuki B. Adams, Trevor J. Bihl

Pages: 1401 - 1410

7) Self-Supervised Hyperbolic Spectro-Temporal Graph Convolution Network for Early 3-D Behavior Prediction

Author(s): Peng Liu, Qin Lai, Haibo Li, Chong Zhao, Qicong Wang, Hongying Meng

Pages: 1411 - 1425

8) Optimizing Representation for Abstractive Multidocument Summarization Based on Adversarial Learning Strategy

Author(s): Bin Cao, Xinxin Guan, Songlin Bao, Jiawei Wu, Jing Fan

Pages: 1426 - 1435

9) Delving Deeper Into Astromorphic Transformers

Author(s): Md Zesun Ahmed Mia, Malyaban Bal, Abhronil Sengupta

Pages: 1436 - 1446

10) A Unified Physiological Signal Interaction Network for Cross-Dataset Emotion Recognition

Author(s): Zhipeng Cai, Hongxiang Gao, Min Wu, Jianqing Li, Chengyu Liu

Pages: 1447 - 1460

11) Exploring Grounding Abilities in Vision-Language Models Through Contextual Perception

Author(s): Wei Xu, Tianfei Zhou, Taoyuan Zhang, Jie Li, Peiyin Chen, Jia Pan, Xiaofeng Liu

Pages: 1461 - 1473

12) Feature and Semantic Matching Multisource Domain Adaptation for Diagnostic Classification of Neuropsychiatric Disorders

Author(s): Minghao Dai, Jianpo Su, Zhipeng Fan, Chenyu Wang, Limin Peng, Dewen Hu, Ling-Li Zeng

Pages: 1474 - 1487

13) SSTFormer: Bridging Spiking Neural Network and Memory Support Transformer for Frame-Event Based-Recognition

Author(s): Xiao Wang, Yao Rong, Zongzhen Wu, Lin Zhu, Bo Jiang, Jin Tang, Yonghong Tian

Pages: 1488 - 1502

14) H-GRAIL: A Robotic Motivational Architecture to Tackle Open-Ended Learning Challenges

Author(s): Alejandro Romero, Gianluca Baldassarre, Richard J. Duro, Vieri Giuliano Santucci

Pages: 1503 - 1519

15) Hybrid Actor–Critic for Physically Heterogeneous Multiagent Reinforcement Learning

Author(s): Tianyi Hu, Zhiqiang Pu, Xiaolin Ai, Tenghai Qiu, Yanyan Liang, Jianqiang Yi

Pages: 1520 - 1535

16) GoMIC: Enhancing Efficient Collaboration in Multiagent Reinforcement Learning Through Group-Specific Mutual Information

Author(s): Jichao Wang, Yi Li, Yichun Li, Shuai Mao, Zhaoyang Dong, Yang Tang

Pages: 1536 - 1547

17) Self-Supervised Object Pose Estimation With Multitask Learning

Author(s): Dinh-Cuong Hoang, Phan Xuan Tan, Ta Huu Anh Duong, Tuan-Minh Huynh, Duc-Manh Nguyen, Anh-Nhat Nguyen, Duc-Long Pham, Van-Duc Vu, Thu-Uyen Nguyen, Ngoc-Anh Hoang, Khanh-Toan Phan, Duc-Thanh Tran, Van-Thiep Nguyen, Ngoc-Trung Ho, Cong-Trinh Tran, Van-Hiep Duong

Pages: 1548 - 1564