Hyperparameter selection for reliable EEG denoising using ASR: a benchmarking study. - Velu Prabhakar Kumaravel; Marco Buiatti; Elisabetta Farella (BIBM, 2021)

Efficient Artifact Removal from Low-Density Wearable EEG using Artifacts Subspace Reconstruction. - Velu Prabhakar Kumaravel; Victor Javier Kartsch; Simone Benatti; Giorgio Vallortigara; Elisabetta Farella; Marco Buiatti (EMBC, 2021)

Interpretable CNN for Single-Channel Artifacts Detection in Raw EEG Signals. - Francesco Paissan; Velu Prabhakar Kumaravel; Elisabetta Farella (SAS, 2022)

Efficient Low-Frequency SSVEP Detection with Wearable EEG Using Normalized Canonical Correlation Analysis. - Victor Javier Kartsch; Velu Prabhakar Kumaravel; Simone Benatti; Giorgio Vallortigara; Luca Benini; Elisabetta Farella; Marco Buiatti (Sensors, 2022)

Adaptable and Robust EEG Bad Channel Detection Using Local Outlier Factor (LOF). - Velu Prabhakar Kumaravel; Marco Buiatti; Eugenio Parise; Elisabetta Farella (Sensors, 2022)

IMU-integrated Artifact Subspace Reconstruction for Wearable EEG Devices. - Velu Prabhakar Kumaravel; Elisabetta Farella (BIBM, 2023)