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eess.SP2026
EMA-Based Subspace Tracking for Adaptive Artifact Subspace Reconstruction
Vishnu KN, Cota Navin Gupta
Electroencephalogram (EEG) artifact removal remains a critical challenge for real-world brain-computer interface deployment due to non-stationary signal statistics and limited cali…
eess.SP2024★ 3 cited
Dynamical Embedding of Single Channel Electroencephalogram for Artifact Subspace Reconstruction
Doli Hazarika, Vishnu KN, Ramdas Ransing +1
This study introduces a novel framework to apply Artifact Subspace Reconstruction (ASR) algorithm on single-channel Electroencephalogram (EEG) data. ASR, renowned for its automated…