NEAR: An artifact removal pipeline for human newborn EEG data VP Kumaravel, E Farella, E Parise, M Buiatti Developmental Cognitive Neuroscience 54, 101068, 2022 | 34 | 2022 |
Efficient artifact removal from low-density wearable EEG using artifacts subspace reconstruction VP Kumaravel, V Kartsch, S Benatti, G Vallortigara, E Farella, M Buiatti 2021 43rd Annual International Conference of the IEEE Engineering in …, 2021 | 23 | 2021 |
Adaptable and robust EEG bad channel detection using local outlier factor (LOF) VP Kumaravel, M Buiatti, E Parise, E Farella Sensors 22 (19), 7314, 2022 | 14 | 2022 |
Towards a domain-specific neural network approach for EEG bad channel detection V Kumaravel, F Paissan, E Farella 2021 IEEE Signal Processing in Medicine and Biology Symposium (SPMB), 1-4, 2021 | 7 | 2021 |
Interpretable CNN for single-channel artifacts detection in raw EEG signals F Paissan, VP Kumaravel, E Farella 2022 IEEE Sensors Applications Symposium (SAS), 1-6, 2022 | 6 | 2022 |
Hyperparameter selection for reliable EEG denoising using ASR: A benchmarking study VP Kumaravel, M Buiatti, E Farella 2021 IEEE International Conference on Bioinformatics and Biomedicine (BIBM …, 2021 | 5 | 2021 |
Efficient Low-Frequency SSVEP Detection with Wearable EEG Using Normalized Canonical Correlation Analysis VJ Kartsch, VP Kumaravel, S Benatti, G Vallortigara, L Benini, E Farella, ... Sensors 22 (24), 9803, 2022 | 3 | 2022 |
Signal Processing Methods for Reliable Extraction of Neural Responses in Developmental EEG VP Kumaravel Università degli studi di Trento, 2023 | 2 | 2023 |
Biomedical Signal Analysis 1 S Benatti, V Kartsch, F Montagna, E Farella, VP Kumaravel Health Monitoring Systems, 147-176, 2019 | 1 | 2019 |
IMU-integrated Artifact Subspace Reconstruction for Wearable EEG Devices VP Kumaravel, E Farella 2023 IEEE International Conference on Bioinformatics and Biomedicine (BIBM …, 2023 | | 2023 |
Knowledge Distillation-based Channel Reduction for Wearable EEG Applications VP Kumaravel, U Pale, T Teijeiro, E Farella, DA Alonso Authorea Preprints, 2023 | | 2023 |