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1

Motion Control Using Brain Computer Interface Utilizing GCNs-Net with BILstms
Gokulnath, S. ; Ponraj, Anitha ; Krishna, Bhargav ; et al.
2024 4th International Conference on Data Engineering and Communication Systems (ICDECS) Data Engineering and Communication Systems (ICDECS), 2024 4th International Conference on. :1-7 Mar, 2024

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2

Utilizing Error-Related Potentials to Assist in Decision-Making at Crossroads
Huang, Hu ; Zhan, Jun ; Yan, Lirong
2024 5th International Conference for Emerging Technology (INCET) Emerging Technology (INCET), 2024 5th International Conference for. :1-6 May, 2024

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3

A High-Performance FPGA Implementation of MI-BMINet
Eneriz, Daniel ; Antolin, Diego ; Medrano, Nicolas ; et al.
IECON 2025 – 51st Annual Conference of the IEEE Industrial Electronics Society IEEE Industrial Electronics Society, IECON 2025 – 51st Annual Conference of the. :1-6 Oct, 2025

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4

پیوند انسان و ماشین تأملی حقوقی بر کاشت تراشه های مغزی هوشمند (تراشه های مغزی هوشمند).
مهدیه لطیف زاده
Iranian Journal of Information Processing & Management. Autumn2025, Vol. 41 Issue 1, p163-192. 31p.

Data protection Intellectual property Data privacy Justice administration Legal compliance Human-machine systems
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5

Evaluation of 5G-capable framework for highly mobile, scalable human-machine interfaces in cyber-physical production systems
Mertes, Jan ; Lindenschmitt, Daniel ; Amirrezai, Masoud ; et al.
In Journal of Manufacturing Systems July 2022 64:578-593

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6

Classification and Regression Algorithms for Brain Computer Interfacing
Yogendra Prasad, P. ; Ramu, M. ; Varshini, Gangavaram Sree ; et al.
2024 International Conference on Cognitive Robotics and Intelligent Systems (ICC - ROBINS) Cognitive Robotics and Intelligent Systems (ICC - ROBINS), 2024 International Conference on. :75-79 Apr, 2024

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7

Analysis of Spatio-Temporal Eeg Structures For Application In Technology Brain-Computer Interfaces (Bci).
Dyadyura, Irina ; Diadiura, Andrii ; Prokopovich, Pavlo ; et al.
Management Systems in Production Engineering. Dec2025, Vol. 33 Issue 4, p486-493. 8p.

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8

The resurrection of digital triplet: A cognitive pillar of human-machine integration at the dawn of industry 5.0
Alimam, Hassan ; Mazzuto, Giovanni ; Tozzi, Nicola ; et al.
In Journal of King Saud University - Computer and Information Sciences December 2023 35(10)

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9

A shared control approach for mobile robot with motion related brain network and autonomous navigation
Li, Rui ; Xu, RuiJun ; Zhang, Yichi ; et al.
In Results in Engineering September 2025 27

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10

A Miner Mental State Evaluation Scheme With Decision Level Fusion Based on Multidomain EEG Information
Pan, H. ; Tong, S. ; Song, H. ; et al.
IEEE Transactions on Human-Machine Systems IEEE Trans. Human-Mach. Syst. Human-Machine Systems, IEEE Transactions on. 55(2):289-299 Apr, 2025

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11

Collaborative human and computer controls of smart machines – A proposed hybrid control
Bilal, Hussein ; Bi, Zhuming ; Younis, Nashwan ; et al.
In Journal of Industrial Information Integration November 2024 42

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12

Incorporating flash adjacency into the classifier for a language model-based P300 Speller
Ma, Tianze ; Falkenburg, Ben ; Speier, William
2024 IEEE 4th International Conference on Human-Machine Systems (ICHMS) Human-Machine Systems (ICHMS), 2024 IEEE 4th International Conference on. :1-8 May, 2024

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13

Democratizing EEG: Embedding Electroencephalography in a Head-Mounted Display for Ubiquitous Brain-Computer Interfacing.
Niforatos, Evangelos ; He, Tianhao ; Vourvopoulos, Athanasios ; et al.
International Journal of Human-Computer Interaction. Jun2025, Vol. 41 Issue 11, p7015-7039. 25p.

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14

Human–machine collaborative rehabilitation toward Industry 5.0: principles, technologies and challenges.
Pan, Peiyan ; Hu, Bingtao ; Feng, Yixiong ; et al.
International Journal of Production Research. Nov2025, p1-48. 48p. 4 Illustrations.

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15

Utilizing Brain-Computer Interfaces for Human-Machine Systems
Zander, Thorsten Oliver ; Roetting, Matthias

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16

An Analytical Review of Brainwave Analysis for Mind-Controlled Drones: Utilizing Hybrid Neural Networks and Motor Imagery.
Al-isawi, Ather Salah Hadi ; Muhammad, Sufri ; Admodisastro, Novia Indriaty ; et al.
Baghdad Science Journal; 2025, Vol. 22 Issue 10, p3530-3545, 16p

BRAIN-computer interface... MOTOR imagery (Cognition... ARTIFICIAL neural networ... HUMAN-machine systems MACHINE learning SIGNAL processing
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17

Critical Review on Brain–Computer Interfaces (BCIs) for Effective Human–Machine Interactions (HMIs).
Bi, Zhuming ; Gad, Abdelrahman ; Younis, Nashwan ; et al.
Journal of Engineering (2314-4912); 11/15/2025, Vol. 2025, p1-12, 12p

BRAIN-computer interface... HUMAN-machine systems ARTIFICIAL intelligence SUPERVISORY control syst... REAL-time control
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18

Toward the Construction of Affective Brain-Computer Interface: A Systematic Review.
Chen, Huayu ; Li, Junxiang ; He, Huanhuan ; et al.
ACM Computing Surveys. Jun2025, Vol. 57 Issue 6, p1-56. 56p.

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19

Emotion Detection from EEG Using Advanced Deep Neural Architectures: LSTM, GRU, and DNN Approaches.
G., Sailaja ; Rao, Narendra B. Kumar
Traitement du Signal. Dec2025, Vol. 42 Issue 6, p3615-3625. 11p.

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20

Automated emotion identification system utilizing EEG bands extracted via wavelet filter banks
Pachori, Dhanhanjay ; Gandhi, Tapan Kumar
2024 15th International Conference on Computing Communication and Networking Technologies (ICCCNT) Computing Communication and Networking Technologies (ICCCNT), 2024 15th International Conference on. :1-6 Jun, 2024

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