Latest Research in Artificial Intelligence

Top Research Topics in Artificial Intelligence

• Machine Learning — 16 papers
• EEG and Brain-Computer Interfaces — 8 papers
• Artificial Intelligence — 3 papers
• Signal Processing — 2 papers
• Motor Control and Adaptation — 2 papers
• Functional Brain Connectivity Studies — 1 papers
• Audio and Speech Processing — 1 papers
• Deception detection and forensic psychology — 1 papers
• Color perception and design — 1 papers
• Attention Deficit Hyperactivity Disorder — 1 papers

Highest-Cited Papers

1. GETNet: a gate-enhanced temporal network for electrophysiological source imaging
2. Beyond Flattened Tokens: Structure-Preserving EEG Decoding with Reusable TriDim Blocks
3. A Deep Neural Network for Predicting Continuous Human EEG Across the Auditory Pathway in Response to Sound
4. Larger language models better align with neural representations of natural language
5. Wavelet Decomposition and Learning Architectures for EEG-Based Lie Detection: A LOSOCV-Based Comparative Evaluation of DWT Feature Representations on the LieWaves Dataset
6. MANAS-2: Constrained Reconstruction for EEG Foundation Models
7. Dataset-Dependent Effects of Cross-Depth Aggregation and Soft-Routed Experts in EEG Foundation Model Fine-Tuning
8. Exploratory EEG Feature Profiles During Viewing of Six Combined Indoor Spatial-Color Conditions
9. EEG-Xplain: Decoding Neural Black-Boxes of EEG Foundation Models
10. S-CEReBrO: Breaking the Memory Barrier in Continuous EEG Monitoring
11. Transformer-Based Modeling of Directed Transfer Entropy Connectivity for EEG-Based ADHD Classification in Children
12. When More Is Not Better: Component Anti-Synergy in a P300 Speller
13. BRIDGE-EEG: Bridging Self-Supervised Pretraining and Efficient Deployment for Cross-Dataset EEG Classification
14. Blue screen filters reduce visual discomfort and disrupt the relationship between neural and subjective responses to unnatural images
15. DA2Mel: A Dual-Dynamic Adaptive Network for EEG-to-Mel Spectrogram Reconstruction
16. Validity of the immersive virtual reality lateralized attention test for the assessment of unilateral spatial neglect following right hemispheric stroke
17. DCRA: Diffusion-Conditioned Representation Alignment for Robust Time-Series Learning
18. PRiSE-EEG: A Prior-Guided Foundation Model with Depth-Stratified Experts for Cross-Paradigm EEG Representation Learning
19. SingLEM: Single-Channel Large EEG Model
20. iBrain: A Unified Foundation Model Reading the Brain from Surface to Spikes