Journal Articles:

2021

• V. Shenoy Handiru, A. Alivar, E. Selvan, A. Hoxha, S. Saleh, G. H. Yue, and D. Allexandre, “Graph-theoretical Analysis of EEG Functional Connectivity during Balance Perturbation in Traumatic Brain Injury: A Pilot Study”, Human Brain Mapping, vol. 42, no. 14, pp. 4427–4444, 2021. doi:10.1002/hbm.25554.

• S. E. Selvan, V. Shenoy Handiru, D. Allexandre, A. Hoxha, S. Saleh, and G. H. Yue, “EEG-Based Spectral Analysis Showing Brainwave Changes Related to Modulating Progressive Fatigue During a Prolonged Intermittent Motor Task.” biorxiv, doi:10.1101/2021.09.08.458591, 2021 (Under review: Frontiers in Neuroscience).

2020

• S. Jose, S. Thomas George, M. S. P. Subathra, V. Shenoy Handiru, P. K. Jeevanandam, U. Amato and S. Easter Selvan, “Robust Classification of Intramuscular EMG Signals to Aid the Diagnosis of Neuromuscular Disorders”, IEEE Open Journal of Engineering in Medicine and Biology, vol. 1, pp. 235-242, 2020. doi:10.1109/OJEMB.2020.3017130.

2018

• Shenoy, H. V., Vinod, A. P., and Guan, C. “EEG Source Imaging of Movement Decoding: The State-of-the-art and Future Guidelines,” IEEE Systems, Man, and Cybernetics Magazine, vol. 4, no. 2, pp. 14-23, 2018. doi:10.1109/MSMC.2017.2778458.

2017

• V. Shenoy Handiru, A. P. Vinod, & C. Guan, "EEG source space analysis of the supervised factor analytic approach for the classification of multi-directional arm movement," Journal of neural engineering, vol. 14, no. 4, pp. 046008, 2017. doi:10.1088/1741-2552/aa6baf.

2016

• V. Shenoy Handiru, & A. P. Vinod, "Optimized Bi-Objective EEG Channel Selection and Cross-Subject Generalization With Brain–Computer Interfaces." In IEEE Transactions on Human-Machine Systems, vol. 46, no. 6, pp. 777-786, 2016.

2013

• J. Senthilnath, V. Shenoy Handiru, R. Rajendra, S. N. Omkar, V. Mani, & P. G. Diwakar, "Integration of speckle denoising and image segmentation using Synthetic Aperture Radar image for flood extent extraction." Journal of Earth System Science, vol. 122, no. 3, pp. 559-572, 201

Conference Proceedings

2021

• V. Shenoy Handiru, D. Mark, A. Hoxha, and D. Allexandre, “An Automated Workflow for the Electric Field Modeling of High-definition Transcranial Direct Current Stimulation (HD-tDCS) in Chronic Stroke with Lesions”, 43rd Annual Intl. Conference on the IEEE Engineering in Medicine and Biology Society (EMBC), pp. 6663-6666, November 2021.

• D. Allexandre, V. Shenoy Handiru, A. Hoxha, D. Mark, S. E. Selvan, and G. H. Yue, “Altered Modulation of the Movement-Related Beta Desynchronization with Force in Stroke – a Pilot Study”, 43rd Annual Intl. Conference on the IEEE Engineering in Medicine and Biology Society (EMBC), pp. 6751-6754, November 2021.

2019

• D. Allexandre, A. Hoxha, V. Shenoy Handiru, S. Saleh, S. E. Selvan, and G. H. Yue, “Altered Cortical and Postural Response to Balance Perturbation in Traumatic Brain Injury - An EEG Pilot Study,” in 2019 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC) pp. 1543-1546, July 2019.

2018

• V. Shenoy Handiru, K. K. Ang, E. Chew., & C. Guan, “EEG Beta-band Coherence for the Prognosis of Motor Recovery in Stroke Patients with tDCS-BCI Intervention”, e45, Brain Stimulation: Basic, Translational, and Clinical Research in Neuromodulation, vol 12, no. 2, New York (USA), August 2018.

2017

• V. Shenoy Handiru, A. P. Vinod, K. K. Ang, C. Effie, & C. Guan, "Effects of Transcranial Direct Current Stimulation on the Motor-Imagery Brain-Computer Interface for Stroke Recovery: An EEG Source-Space study,” in IEEE International Conference on Systems, Man & Cybernetics (SMC 2017), pp. 2322-2327, Banff (Canada), October 2017.

• C. Guan, N. Robinson, V. Shenoy Handiru, A. P. Vinod, "Detecting and tracking multiple directional movements in EEG based BCI", 5th International Conference on Brain-Computer Interfaces (BCI), pp. 44-45, Sabuk (South Korea), February 2017.

2016

• V. Shenoy Handiru, A. P. Vinod, & C. Guan, "A novel supervised locality sensitive factor Analysis to classify voluntary hand movement in multi-direction using EEG source space,” IEEE International Conference on Systems, Man, and Cybernetics (SMC 2016), pp. 2795-2800, Budapest (Hungary), October 2016.

• V. Shenoy Handiru, A. P. Vinod, & C. Guan, "Multi-direction hand movement classification using EEG-based source space analysis," In 2016 38th IEEE International Conference on Engineering in Medicine and Biology Society (EMBC), pp. 4551-4554, Orlando, Florida USA, August 2016.

2015

• V. Shenoy Handiru, A. P. Vinod, & C. Guan, "Shrinkage estimator based regularization for EEG motor imagery classification." In 2015 10th International Conference on Information, Communications and Signal Processing (ICICS), Singapore, pp. 1-5, Tainan (Taiwan), December 2015.

• V. Shenoy Handiru, A. P. Vinod, & C. Guan, "Cortical source localization for analyzing single-trial motor imagery EEG." In 2015 IEEE International Conference on Systems, Man, and Cybernetics (SMC), pp. 3146-3151, Hong Kong (CN), October 2015.

2014

• V. Shenoy Handiru, & A. P. Vinod (2014) "An iterative optimization technique for robust channel selection in motor imagery based Brain-Computer Interface." In 2014 IEEE International Conference on Systems, Man, and Cybernetics (SMC), pp. 1858-1863, San Diego (USA), October 2014. (Best student paper award)

2013

• V. Shenoy Handiru, P. Bongale, V. Roy, & S. David. "Stereovision-based 3D hand gesture recognition for pervasive computing applications." In 2013 9th International Conference on Information, Communications and Signal Processing (ICICS), Tainan (Taiwan). December 2013.

• J. Senthilnath, V. Shenoy Handiru, S. N. Omkar, & V. Mani. "Spectral-spatial MODIS image analysis using swarm intelligence algorithms and region based segmentation for flood assessment." In Proceedings of Seventh International Conference on Bio-Inspired Computing: Theories and Applications (BIC-TA 2012), pp. 163-174, Gwalior (India), December 2012.

Conference Presentations without proceedings:

2020

• V. Shenoy Handiru, A. Hoxha, S. Saleh, S. E. Selvan, G. H. Yue, and D. Allexandre, “Altered Functional Connectivity during Balance Perturbation Task in Traumatic Brain Injury patients”, Poster presented at the 26th Annual Meeting of the Organization for Human Brain Mapping, July 2020.

• S. Saleh, D. Allexandre, A. Alivar, V. Shenoy Handiru, and G. H. Yue, “Brain connectivity measures as biomarkers of balance dysfunction after traumatic brain injury” in 14th ISPRM World Congress and 53rd AAP Annual Meeting, March 4-9, Orlando, FL, USA.

2018

• V. Shenoy Handiru, A. Hoxha, S. Saleh, G. Yue, and D. Allexandre, “Understanding Neural Response to the Balance Perturbation in Traumatic Brain Injury: An EEG Source-space Connectivity Study,” Annual Meeting of Society for Neuroscience, San Diego, USA 2018.