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Author

Pravendra Singh

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Preprint Sep 2026

Structured Visual Target Learning For Cross-Subject eeg-to-image retrieval

Cross-subject EEG-to-image retrieval requires a neural represen- tation trained on source subjects to remain aligned with a visual embedding space for an unseen subject. Whereas existing methods primarily focus on the EEG side, we address this problem from the perspective of the visual target. Our approach preserves th...

Salini Yadav, Taveena Lotey, Mickael Coustaty et al. · 0 citations
Aug 2026

Hybrid feature fusion with deep learning framework for sEMG based airwriting recognition

The proposed model captures more comprehensive information about temporal energy, shape, and frequency characteristics of the EMG signal through feature fusion, enabling it to effectively learn short EMG bursts.

Shivam Thakur, Pradeep Kumar, Pravendra Singh et al. · 0 citations

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