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Reducing the Complexity of Deep Learning Models for EEG Analysis on Wearable Devices
Arxiv
0+阅读 · 6月15日
Learning aligned EEG representations with subject-specific encoders
Arxiv
0+阅读 · 6月15日
How Much Capacity Does EEG Denoising Need? Ultra-Compact Networks reveal Benchmark Saturation and Metric-Utility Gap
Arxiv
0+阅读 · 6月15日
A spectral audit framework reveals task-dependent aperiodic reliance across EEG and ECG deep learning
Arxiv
0+阅读 · 6月15日
Epileptic Seizure Detection in Separate Frequency Bands Using Feature Analysis and Graph Convolutional Neural Network (GCN) from Electroencephalogram (EEG) Signals
Arxiv
0+阅读 · 6月12日
SUP-MCRL: Subject-aware Unified Pseudo-feature Coded Multimodal Contrastive Representation Learning for EEG Visual Decoding
Arxiv
0+阅读 · 6月15日
EEG-FM-Bench: A Comprehensive Benchmark for the Systematic Evaluation and Diagnostic Analyses of EEG Foundation Models
Arxiv
0+阅读 · 6月15日
Channel-Oriented Design for EEG-to-Music Reconstruction
Arxiv
0+阅读 · 6月2日
When VR Meets BCI: (Un)Observable Brainwave-aware Privacy Reconstruction in the Metaverse via Unrestricted Inbuilt Motion Sensors
Arxiv
0+阅读 · 6月9日
Pretrained, Frozen, Still Leaking: Auditing Cross-Encoder Attribute Transfer in EEG Foundation Models
Arxiv
0+阅读 · 6月8日
Escaping the BLEU Trap: A Signal-Grounded Framework with Decoupled Semantic Guidance for EEG-to-Text Decoding
Arxiv
0+阅读 · 5月29日
Bayesian Classification with Probit-link Split-and-merge Gaussian Process Prior in EEG-based Brain-Computer Interfaces
Arxiv
0+阅读 · 5月29日
A 1000-hour EEG-EMG-audio dataset of Japanese speech production
Arxiv
0+阅读 · 5月31日
Deep Sleep Classification via EEG Signal Criticality: A Passive BCI Approach for Sleep-Improvement Neurofeedback
Arxiv
0+阅读 · 6月11日
Assessing Region-Level EEG Contributions to Cognitive Workload Prediction
Arxiv
0+阅读 · 5月23日
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