Emotional and Directional Enabled Programmable Flexible Haptic Interface for Enhanced Cognition in Disabled Community by Yuhan Liu, Liuyang Han, Siqi Lv, Tao Jiang, Mingkai Duan, Hanyu Guo, Yuzhen Li, Qisen Xie, Yanru Chen, Dongkai Wang, Ziheng Liu, Wenjie Zhang, Yanting Gong, Junwen Zhong, Xiang Qian

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Gamification of motor imagery brain-computer interface training protocols: A systematic review by Fred Atilla, Marie Postma, Maryam Alimardani

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Application Strategies of Brain-computer Interface in Education from the Perspective of Innovation Diffusion Theory by Ya Jiang, Qiyun Huang, Yuanqing Li

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An Intuitive and Efficient Teleoperation Human–Robot Interface Based on a Wearable Myoelectric Armband by Long Wang, Zhangyi Chen, Songyuan Han, Yao Luo, Xiaoling Li, Yang Liu

“…Although artificial intelligence technologies have significantly enhanced autonomous robots’ capabilities in perception, decision-making, and planning, their autonomy may still fail when faced with complex, dynamic, or unpredictable environments. …”
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Soft-computing models for predicting plastic viscosity and interface yield stress of fresh concrete by Waleed Bin Inqiad, Muhammad Faisal Javed, Deema Mohammed Alsekait, Naseer Muhammad Khan, Majid Khan, Fahid Aslam, Diaa Salama Abd Elminaam

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Electroencephalography-Based Brain-Computer Interfaces in Rehabilitation: A Bibliometric Analysis (2013–2023) by Ana Sophia Angulo Medina, Maria Isabel Aguilar Bonilla, Ingrid Daniela Rodríguez Giraldo, John Fernando Montenegro Palacios, Danilo Andrés Cáceres Gutiérrez, Yamil Liscano

“…EEG remains the most commonly used method, with significant contributions from Asia, Europe, and North America. …”
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Co-Learning: code learning for multi-agent reinforcement collaborative framework with conversational natural language interfaces by Jiapeng Yu, Yuqian Wu, Yajing Zhan, Wenhao Guo, Zhou Xu, Raymond Lee

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Real-Time EEG-Based BCI for Self-Paced Motor Imagery and Motor Execution Using Functional Neural Networks by Mavin Heim, Florian Heinrichs, Michael Hueppe, Fran Nunez, Alexander Szameitat, Muriel Reuter, Stefan M. Goetz, Corinna Weber

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Reinforcement learning in artificial intelligence and neurobiology by Tursun Alkam, Andrew H Van Benschoten, Ebrahim Tarshizi

“…We also highlight clinical applications, including how RL frameworks are used to model cognitive decline and psychiatric disorders, while acknowledging limitations in scaling RL to biological complexity.Looking ahead, RL offers powerful tools for understanding brain function, guiding brain–machine interfaces, and personalizing psychiatric treatment. …”
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Silent speech recognition using visual cascading fusion of tongue-lip movements based on pre-trained and fine-tuned model by Chongchong Yu, Xuening Wang, Zhaopeng Qian

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Immersive Technology for Human-Centric Cyberphysical Systems in Complex Manufacturing Processes: A Comprehensive Overview of the Global Patent Profile Using Collective Intelligence by Usharani Hareesh Govindarajan, Amy J. C. Trappey, Charles V. Trappey

“…Industry 4.0 includes all technologies, standards, and frameworks for the fourth industrial revolution to facilitate intelligent manufacturing. Industrial immersive technologies will be used for smart manufacturing innovation in the context of Industry 4.0’s human machine interfaces. …”
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Efficient Edge AI for Next Generation Smart Mirror Applications by Nils Kucza, Florian Porrmann, Christian Stollenwerk, Jens Hagemeyer

“…One already introduced example of such an interaction interface using only web service-based speech recognition is voice assistants, such as Amazon Alexa. …”
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Augmenting brain-computer interfaces with ART: An artifact removal transformer for reconstructing multichannel EEG signals by Chun-Hsiang Chuang, Kong-Yi Chang, Chih-Sheng Huang, Anne-Mei Bessas

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EOG Region Detection using Fuzzy k-NN for Virtual Reality Applications by Emre Güngör, Soydan Serttaş

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Automatic picking method for ground penetrating radar wave groups at rough coal-rock interfaces by Ying TIAN, Chunzhi LI, Shuo CHEN, Zihao WANG, Fuyan LYU, Qiang ZHANG, Meng HAN, Chengjun HU

“…The automatic picking method for ground-penetrating radar wave groups at coal-rock interfaces is crucial for achieving online intelligent interpretation of coal-rock strata. …”
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Human-centered design and early evaluation of an interface for mobile-manipulator-mediated pediatric occupational therapy by Rafael Morales Mayoral, Samuel W. Logan, Naomi T. Fitter

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Kullback–Leibler Divergence‐Based Fault Detection Scheme for 100% Inverter Interfaced Autonomous Microgrids by Ali Mallahi, Iman Sadeghkhani

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EEG Baseline Analysis for Effective Extraction of P300 Event-Related Potentials for Welfare Interfaces by Yuta Sasatake, Kojiro Matsushita

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A SP-SECE None-Residual Charge PEH Interface Circuit With an Optimized Phase Delay by Saman Shoorabi Sani

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A Robust Image Encryption Protocol for Secure Data Sharing in Brain Computer Interface Applications by Sunil Prajapat, Pankaj Kumar, Kashish Chaudhary, Kranti Kumar, Gyanendra Kumar, Ali Kashif Bashir

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