Naik GR - Search Results

1

Driver Fatigue Classification With Independent Component by Entropy Rate Bound Minimization Analysis in an EEG-Based System.

Chai R, Naik GR, Nguyen TN, Ling SH, Tran Y, Craig A, Nguyen HT. Chai R, et al. Among authors: naik gr. IEEE J Biomed Health Inform. 2017 May;21(3):715-724. doi: 10.1109/JBHI.2016.2532354. Epub 2016 Feb 19. IEEE J Biomed Health Inform. 2017. PMID: 26915141

2

A new approach to improve the quality of biosensor signals using Fast Independent Component Analysis: feasibility study using EMG recordings.

Naik GR, Guo Y, Nguyen H. Naik GR, et al. Annu Int Conf IEEE Eng Med Biol Soc. 2013;2013:1927-9. doi: 10.1109/EMBC.2013.6609903. Annu Int Conf IEEE Eng Med Biol Soc. 2013. PMID: 24110090

3

Single channel blind source separation based local mean decomposition for biomedical applications.

Guo Y, Naik GR, Nguyen H. Guo Y, et al. Among authors: naik gr. Annu Int Conf IEEE Eng Med Biol Soc. 2013;2013:6812-5. doi: 10.1109/EMBC.2013.6611121. Annu Int Conf IEEE Eng Med Biol Soc. 2013. PMID: 24111308

4

Dependence Independence Measure for Posterior and Anterior EMG Sensors Used in Simple and Complex Finger Flexion Movements: Evaluation Using SDICA.

Naik GR, Baker KG, Nguyen HT. Naik GR, et al. IEEE J Biomed Health Inform. 2015 Sep;19(5):1689-1696. doi: 10.1109/JBHI.2014.2340397. Epub 2014 Jul 17. IEEE J Biomed Health Inform. 2015. PMID: 25055388

5

Nonnegative matrix factorization for the identification of EMG finger movements: evaluation using matrix analysis.

Naik GR, Nguyen HT. Naik GR, et al. IEEE J Biomed Health Inform. 2015 Mar;19(2):478-485. doi: 10.1109/JBHI.2014.2326660. Epub 2014 Jun 3. IEEE J Biomed Health Inform. 2015. PMID: 25486650

6

Classification of finger extension and flexion of EMG and Cyberglove data with modified ICA weight matrix.

Naik GR, Acharyya A, Nguyen HT. Naik GR, et al. Annu Int Conf IEEE Eng Med Biol Soc. 2014;2014:3829-32. doi: 10.1109/EMBC.2014.6944458. Annu Int Conf IEEE Eng Med Biol Soc. 2014. PMID: 25570826

7

Single-Channel EMG Classification With Ensemble-Empirical-Mode-Decomposition-Based ICA for Diagnosing Neuromuscular Disorders.

Naik GR, Selvan SE, Nguyen HT. Naik GR, et al. IEEE Trans Neural Syst Rehabil Eng. 2016 Jul;24(7):734-43. doi: 10.1109/TNSRE.2015.2454503. Epub 2015 Jul 9. IEEE Trans Neural Syst Rehabil Eng. 2016. PMID: 26173218

8

Transradial Amputee Gesture Classification Using an Optimal Number of sEMG Sensors: An Approach Using ICA Clustering.

Naik GR, Al-Timemy AH, Nguyen HT. Naik GR, et al. IEEE Trans Neural Syst Rehabil Eng. 2016 Aug;24(8):837-46. doi: 10.1109/TNSRE.2015.2478138. Epub 2015 Sep 17. IEEE Trans Neural Syst Rehabil Eng. 2016. PMID: 26394431

9

Classification of driver fatigue in an electroencephalography-based countermeasure system with source separation module.

Rifai Chai, Naik GR, Tran Y, Sai Ho Ling, Craig A, Nguyen HT. Rifai Chai, et al. Among authors: naik gr. Annu Int Conf IEEE Eng Med Biol Soc. 2015 Aug;2015:514-7. doi: 10.1109/EMBC.2015.7318412. Annu Int Conf IEEE Eng Med Biol Soc. 2015. PMID: 26736312

10

Multiscale PCA to distinguish regular and irregular surfaces using tri axial head and trunk acceleration signals.

Pendharkar G, Naik GR, Acharyya A, Nguyen HT. Pendharkar G, et al. Among authors: naik gr. Annu Int Conf IEEE Eng Med Biol Soc. 2015;2015:4122-5. doi: 10.1109/EMBC.2015.7319301. Annu Int Conf IEEE Eng Med Biol Soc. 2015. PMID: 26737201

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