Latest Research in EEG and Brain-Computer Interfaces

Top Research Topics in EEG and Brain-Computer Interfaces

• Functional Brain Connectivity Studies — 20 papers
• EEG and Brain-Computer Interfaces — 14 papers
• Neural dynamics and brain function — 12 papers
• Neurons and Cognition — 9 papers
• Transcranial Magnetic Stimulation Studies — 5 papers
• Machine Learning — 4 papers
• Traumatic Brain Injury Research — 3 papers
• Artificial Intelligence — 3 papers
• Signal Processing — 3 papers
• Heart Rate Variability and Autonomic Control — 2 papers

Highest-Cited Papers

1. Modeling the influences of non-local connectomic projections on geometrically constrained cortical dynamics (1 citations)
2. Emergent spatiotemporal dynamics in large-scale brain networks with next generation neural mass models (1 citations)
3. Arousal-driven critical roaming reproduces human functional connectivity dynamics (1 citations)
4. Information content and interpretation of CSD non-trivially depends on array density (1 citations)
5. Uncovering dynamic human brain phase coherence networks (1 citations)
6. Detecting Bimodal Spectral Structure in Single-Channel Time Series: A Model-Free Metric with Validation on Meditation EEG
7. Detecting Bimodal Spectral Structure in Single-Channel Time Series: A Model-Free Metric with Validation on Meditation EEG
8. Complexity-Based Analysis of Cardiac-Facial Muscle Coupling During Controlled Respiration
9. No group-level changes in corticospinal excitability following low-intensity theta-burst ultrasound stimulation of the primary motor hand area
10. Thalamic modulation of cortical linearity across arousal states
11. A Context-Aware Approach to Personal Security in Smartwatches: An Interaction Design Framework for High-Stress Safety Systems
12. Cross-Domain Transfer of a Fractal Box-Counting Complexity Diagnostic: From Divertor Heat-Flux Profiles to Human EEG States
13. Quantification of brain state into configuration entropy and complexity
14. A Wavelet‐Based Framework for Mapping Long Memory in Resting‐State fMRI : Age‐Related Changes in the Hippocampus From the ADHD ‐200 Dataset
15. A Test for Criticality in Spontaneous Human Brain Organoid Activity: Power-Law Rejection, Session-Level Heterogeneity, and Evidence of Temporal Clustering
16. Goal location beta oscillations and sharp wave ripples are complementary markers of learning-related changes in hippocampal-neocortical networks
17. A Test for Criticality in Spontaneous Human Brain Organoid Activity: Power-Law Rejection, Session-Level Heterogeneity, and Evidence of Temporal Clustering
18. SOTER: A Generative Time-Series Foundation Model for Wearable Human Physiological Signals
19. Dynamic coarsened spatio-temporal graph convolutional networks for fMRI classification of addiction-induced sleep disorders
20. BRAINet: A brain-region-aware interaction network for EEG-based diagnosis of disorders of consciousness