Research map: Comprehensive Review of Noninvasive Brain-Computer Interfaces for Controlling Robotic Arms

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Papers in this map

  1. Brain–computer interfaces for communication and control · Jonathan R. Wolpaw · 2002 · 7962 citations · Cited by this paper
  2. Advanced Signal Processing and Machine/Deep Learning Approaches on a Preprocessing Block for EEG Artifact Removal: A Comprehensive Review · Said Agounad · 2024 · 19 citations · Cites this paper
  3. A Small-Scale Soft Linear Actuator for Tool Feeding with Intrinsic Force Sensing · 2025 · Related
  4. Event-related EEG/MEG synchronization and desynchronization: basic principles · Gert Pfurtscheller · 1999 · 7474 citations · Cited by this paper
  5. Detection, identification and removing of artifacts from sEMG signals: Current studies and future challenges · Mohamed Ait Yous · 2025 · 14 citations · Cites this paper
  6. Automated Skill Evaluation of Bronchoscopy Operators Using Geometric Feature Analysis · 2025 · Related
  7. Evoked-Potential Correlates of Stimulus Uncertainty · Samuel Sutton · 1965 · 3096 citations · Cited by this paper
  8. Investigation on the effect of feature extraction block on the performance of EEG-based emotion recognition system · Anas Mazid · 2025 · 5 citations · Cites this paper
  9. Cross-Modality Registration using Bone Surface Pointcloud for Robotic Ultrasound-Guided Spine Surgery · 2024 · Related
  10. Brain Computer Interfaces, a Review · Luis Fernando Nicolas-Alonso · 2012 · 2142 citations · Cited by this paper
  11. A Fuzzy Inference System and Stationary Wavelet Decomposition for Identification and Removal of ECG Artifact from sEMG Signals · Mohamed Ait Yous · 2024 · 4 citations · Cites this paper
  12. Optical Fiber-Based Needle Shape-Sensing in Real Tissue: Single-Core versus Multicore Approaches · 2023 · Related
  13. Deep convolutional neural network for the automated detection and diagnosis of seizure using EEG signals · U. Rajendra Acharya · 2017 · 1671 citations · Cited by this paper
  14. Combining Temporal and Spectral Features for Improving Hand Gesture Classification from sEMG Signals · E. S. Siham · 2025 · 1 citation · Cites this paper
  15. Sensory Robotic Cover for Safe Human-Robot Interaction During Autonomous Emergency Ultrasound Triage · 2026 · Related
  16. Control of a two-dimensional movement signal by a noninvasive brain-computer interface in humans · Jonathan R. Wolpaw · 2004 · 1527 citations · Cited by this paper
  17. Hand gesture recognition using temporal and spectral electromyography features and machine learning · Siham Elbaz · 2026 · 1 citation · Cites this paper
  18. An MRI-Conditional Flexible Endoscopic Robot with a Hydraulic Tendon-Driven Actuation System · 2024 · Related
  19. DeepSleepNet: A Model for Automatic Sleep Stage Scoring Based on Raw Single-Channel EEG · Akara Supratak · 2017 · 1391 citations · Cited by this paper
  20. CRONOS: A Continuum Robot for Neurovascular Surgery — Design, Development, and Feasibility Evaluation · 2025 · Related
  21. The steady-state visual evoked potential in vision research: A review · Anthony Matthew Norcia · 2015 · 1286 citations · Cited by this paper
  22. Design of a 6-DoF Parallel Robotic Platform for MRI Applications · 2022 · Related
  23. The mental prosthesis: assessing the speed of a P300-based brain-computer interface · Emanuel Donchin · 2000 · 1223 citations · Cited by this paper
  24. Experimental Evaluation of a 3-Armed 6-DOF Parallel Robot for Femur Fracture Surgery · 2022 · Related
  25. An EEG-based brain-computer interface for cursor control · Jonathan R. Wolpaw · 1991 · 1129 citations · Cited by this paper
  26. Mapping Surgeons Hand/Finger Movements to Surgical Tool Motion During Conventional Microsurgery Using Machine Learning · 2021 · Related
  27. A comparison of classification techniques for the P300 Speller · Dean J. Krusienski · 2006 · 764 citations · Cited by this paper
  28. Steady-state visual evoked potential (SSVEP)-based communication: impact of harmonic frequency components · Gernot R Muller-Putz · 2005 · 538 citations · Cited by this paper
  29. Current Status, Challenges, and Possible Solutions of EEG-Based Brain-Computer Interface: A Comprehensive Review · Mamunur Rashid · 2020 · 507 citations · Cited by this paper
  30. Noninvasive Electroencephalogram Based Control of a Robotic Arm for Reach and Grasp Tasks · Jianjun Meng · 2016 · 490 citations · Cited by this paper
  31. Central beta rhythm during sensorimotor activities in man · Gert Pfurtscheller · 1981 · 479 citations · Cited by this paper
  32. Invasive recordings from the human brain: clinical insights and beyond · Andreas Karl Engel · 2004 · 432 citations · Cited by this paper
  33. A Hybrid BCI System Combining P300 and SSVEP and Its Application to Wheelchair Control · Yuanqing Li · 2013 · 422 citations · Cited by this paper
  34. Control of a humanoid robot by a noninvasive brain–computer interface in humans · Christian Bell · 2008 · 390 citations · Cited by this paper
  35. Error-Related EEG Potentials Generated During Simulated Brain–Computer Interaction · Pierre W. Ferrez · 2008 · 373 citations · Cited by this paper
  36. P300 brain computer interface: current challenges and emerging trends · Reza Fazel-Rezai · 2012 · 362 citations · Cited by this paper
  37. Dry and Noncontact EEG Sensors for Mobile Brain–Computer Interfaces · Yu Mike Chi · 2011 · 300 citations · Cited by this paper
  38. Conversion of EEG activity into cursor movement by a brain-computer interface (BCI) · G. Fabiani · 2004 · 293 citations · Cited by this paper
  39. The Journal of Supercomputing · Run-Time Support For · 2013 · 276 citations · Cited by this paper

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