IEEE Transactions on Cognitive and Developmental Systems, Volume 17, Issue 1, February 2025

1) Editorial: 2025 New Year Message From the Editor-in-Chief

Author(s): Huajin Tang

Pages: 2 - 2

2) Sensorimotor Integration: A Review of Neural and Computational Models and the Impact of Parkinson’s Disease

Author(s): Yokhesh K. Tamilselvam, Jacky Ganguly, Mandar S. Jog, Rajni V. Patel

Pages: 3 - 21

3) Speech Imagery Decoding Using EEG Signals and Deep Learning: A Survey

Author(s): Liying Zhang, Yueying Zhou, Peiliang Gong, Daoqiang Zhang

Pages: 22 - 39

4) Mental Workload Assessment Using Deep Learning Models From EEG Signals: A Systematic Review

Author(s): Kunjira Kingphai, Yashar Moshfeghi

Pages: 40 - 60

5) Unveiling Thoughts: A Review of Advancements in EEG Brain Signal Decoding Into Text

Author(s): Saydul Akbar Murad, Nick Rahimi

Pages: 61 - 76

6) Cross-Subject Emotion Recognition From Multichannel EEG Signals Using Multivariate Decomposition and Ensemble Learning

Author(s): Raveendrababu Vempati, Lakhan Dev Sharma, Rajesh Kumar Tripathy

Pages: 77 - 88

7) The Distinction Between Object Recognition and Object Identification in Brain Connectivity for Brain–Computer Interface Applications

Author(s): Daniel Leong, Thomas Do, Chin-Teng Lin

Pages: 89 - 101

8) Regulating Temporal Neural Coding via Fast and Slow Synaptic Dynamics

Author(s): Yuanhong Tang, Lingling An, Xingyu Zhang, Huiling Huang, Zhaofei Yu

Pages: 102 - 114

9) Prepulse Inhibition and Prestimulus Nonlinear Brain Dynamics in Childhood: A Lyapunov Exponent Approach

Author(s): Anastasios E. Giannopoulos, Ioanna Zioga, Vaios Ziogas, Panos Papageorgiou, Georgios N. Papageorgiou, Charalabos Papageorgiou

Pages: 115 - 129

10) SpikingViT: A Multiscale Spiking Vision Transformer Model for Event-Based Object Detection

Author(s): Lixing Yu, Hanqi Chen, Ziming Wang, Shaojie Zhan, Jiankun Shao, Qingjie Liu, Shu Xu

Pages: 130 - 146

11) Automatic Prediction of Disturbance Caused by Interfloor Sound Events

Author(s): Stavros Ntalampiras, Alessandro Scalambrino

Pages: 147 - 154

12) Implementing Brain-Like Fear Generalization and Emotional Arousal Associated With Memory

Author(s): Mei Guo, Douyin Zhang, Wenhai Guo, Gang Dou, Junwei Sun

Pages: 155 - 166

13) GLADA: Global and Local Associative Domain Adaptation for EEG-Based Emotion Recognition

Author(s): Tianxu Pan, Nuo Su, Jun Shan, Yang Tang, Guoqiang Zhong, Tianzi Jiang, Nianming Zuo

Pages: 167 - 178

14) Channel-Selection-Based Temporal Convolutional Network for Patient-Specific Epileptic Seizure Detection

Author(s): Guangming Wang, Xiyuan Lei, Wen Li, Won Hee Lee, Lianchi Huang, Jialin Zhu, Shanshan Jia, Dong Wang, Yang Zheng, Hua Zhang, Badong Chen, Gang Wang

Pages: 179 - 188

15) A Derivative Topic Propagation Model Based on Multidimensional Cognition and Game Theory

Author(s): Qian Li, Long Gao, Wenyi Xi, Tun Li, Rong Wang, Junwei Ge, Yunpeng Xiao

Pages: 189 - 204

16) An Impedance Recognition Framework Based on Electromyogram for Physical Human–Robot Interaction

Author(s): Jing Luo, Chaoyi Zhang, Chao Zeng, Yiming Jiang, Chenguang Yang

Pages: 205 - 218

17) Reinforcement-Learning-Based Multi-Unmanned Aerial Vehicle Optimal Control for Communication Services With Limited Endurance

Author(s): Lu Dong, Pinle Ding, Xin Yuan, Andi Xu, Jie Gui

Pages: 219 - 231