{"id":305,"date":"2017-06-01T15:56:11","date_gmt":"2017-06-01T19:56:11","guid":{"rendered":"https:\/\/web.uri.edu\/neuralpclab\/?page_id=305"},"modified":"2026-04-20T16:27:06","modified_gmt":"2026-04-20T20:27:06","slug":"publications","status":"publish","type":"page","link":"https:\/\/web.uri.edu\/neuralpclab\/publications\/","title":{"rendered":"Publications"},"content":{"rendered":"<p><span style=\"color: #000080\"><strong><u><span style=\"font-size: 18.0pt;font-family: 'Times',sans-serif\">Book Chapter:<\/span><\/u><\/strong><\/span><\/p>\n<p><span style=\"font-family: Times, sans-serif;font-size: 12pt\"><strong>Y. Shahriari<\/strong>*, W. Besio, S. I. Hosni, A. Zisk, S. B. Borgheai, R. J. Deligani, J. McLinden. <a href=\"https:\/\/link.springer.com\/chapter\/10.1007\/978-3-030-41854-0_1\">Electroencephalography<\/a>. Springer Nature Book of Neural Interface Engineering: Linking the Physical World and the Nervous System; 2020 (pp 1-16) (*correspondence author).<\/span><\/p>\n<p><span style=\"color: #000080\"><strong><u><span style=\"font-size: 18.0pt;font-family: 'Times',sans-serif\">Journal:<\/span><\/u><\/strong><\/span><\/p>\n<p><span style=\"font-family: Times, sans-serif;font-size: 14pt\"><strong>Published\/Accepted<\/strong><\/span><\/p>\n<p><span style=\"font-family: Times, sans-serif;font-size: 12pt\"><strong>J. McLinden,<\/strong> N. Rahimi, K.M. Spencer, M.V. Wout, M. Shao, S. Hosni, <strong>B. Adeli, A. Cerullo,<\/strong> <strong>P. Pandey,<\/strong>&nbsp; <strong>Y. Shahriari*<\/strong>, Multimodel Analysis of Hemodynamic and Electrocortical Interactions During Auditory Processing. <em>Journal of Neural Engineering<\/em>. 2026; (*correspondence author). <strong>[IF: 3.8]<\/strong><\/span><\/p>\n<p><span style=\"font-family: Times, sans-serif;font-size: 12pt\"><strong>S.B. Borghea<\/strong>i, B.E. Achorn, A.H. Zisk,S.M. Hosni, K.E.G. Richter, F.S. Menniti<strong>*<\/strong>, <strong>Y. Shahriari*<\/strong>, <a href=\"https:\/\/www.mdpi.com\/2073-4409\/15\/1\/37\">A Comprehensive Overview of Neurophysiological Correlates of Cognitive Impairment in Amyotrophic Lateral Sclerosis.<\/a> <em>Cells<\/em>. 2026; 15(1):37. (*correspondence author). <strong>[IF: <strong class=\"Yjhzub\" data-complete=\"true\">5.2<\/strong>]&nbsp;<\/strong><\/span><\/p>\n<p><span style=\"font-family: Times, sans-serif;font-size: 12pt\"><strong>P. Pandey,<\/strong>&nbsp; J. McLinden, N. Rahimi, C. Kumar, M. Shao, S. Ostadabbas, K.M. Spencer, <strong>Y. Shahriari*.<\/strong> <a href=\"https:\/\/doi.org\/10.1016\/j.engappai.2024.109256\">fNIRSNET: A Multi-view Spatio-Temporal Convolutional Neural Network Fusion for fNIRS-based Auditory Event Classification.&nbsp;<\/a> Engineering Applications of Artificial Intelligence 2024 137:109256 (20 pp) (*correspondence author). <strong>[IF: 7.5]&nbsp;<\/strong><\/span><\/p>\n<p><span style=\"font-family: Times, sans-serif;font-size: 12pt\">N. Rahimi, C. Kumar, J. McLinden, S. Hosni, B. Borgheai, <strong>Y. Shahriari<\/strong>, M. Shao.<strong>&nbsp;<\/strong><a href=\"https:\/\/ieeexplore.ieee.org\/document\/10534196\">Topology-aware Multimodal Fusion for Neural Dynamics Representation Learning and Classification.<\/a>&nbsp;IEEE Sensors, 2024; 24(13), 21062-21073. <strong>[IF: 4.3]<\/strong><\/span><\/p>\n<p><span style=\"font-family: Times, sans-serif;font-size: 12pt\"><strong>B. Borgheai, <\/strong>A. H. Zisk, J. McLinden,Y. Shahriari<strong>*<\/strong><strong>.&nbsp;<\/strong><a href=\"https:\/\/www.sciencedirect.com\/science\/article\/pii\/S001048252301123X?via%3Dihub\">Multimodal Pre-screening Can Predict BCI Performance Variability: A Novel Subject-specific Experimental Scheme.<\/a> Computers in biology and Medicine Journal, 2024; 168:107658 (15 pp) (*correspondence author). <strong>[IF: 7.7]<\/strong><\/span><\/p>\n<p><span style=\"font-family: Times, sans-serif;font-size: 12pt\"><strong>J. McLinden,<\/strong> N. Rahimi, C. Kumar,&nbsp; D.J. Krusienski, M. Shao, K. M. Spencer, <strong>Y. Shahriari*. <\/strong><a href=\"https:\/\/www.sciencedirect.com\/science\/article\/pii\/S0010482523013677?dgcid=coauthor\">Investigation of electro-vascular phase-amplitude coupling during an auditory task.<\/a> Computers in biology and Medicine Journal, 2024; 169:107902 (10 pp) (*correspondence author). <strong>[IF: 7.7]<\/strong><\/span><\/p>\n<p><span style=\"font-family: Times, sans-serif;font-size: 12pt\"><strong>J. McLinden,<\/strong> B. Borgheai, S. Hosni, C. Kumar, N. Rahimi, M. Shao, K. M. Spencer, <strong>Y. Shahriari*. <\/strong><a href=\"https:\/\/www.sciencedirect.com\/science\/article\/abs\/pii\/S0166432822003424\">Individual-Specific Characterization of Event-Related Hemodynamic Responses during an Auditory Task: An Exploratory Study. Journal of Behavioral Brain Research<\/a>. 2023; 436:114074 (9 pp) (*correspondence author). <strong>[IF: 3.35]<\/strong><\/span><\/p>\n<p><span style=\"font-family: Times, sans-serif;font-size: 12pt\">S. Zhu, S. Hosni, X. Huang, M. Wan, B. Borgheai, J. McLinden, <strong>Y. Shahriari<\/strong>, S. Ostadabbas*. <a href=\"https:\/\/www.sciencedirect.com\/science\/article\/abs\/pii\/S0010482522012069&quot;\">A dynamical graph-based feature extraction approach to enhance mental task classification in brain\u2013computer interfaces.<\/a> Computers in biology and Medicine Journal, 2023; 153:106498 (9 pp) (*correspondence author). <strong>[IF: 6.7]<\/strong><\/span><\/p>\n<p><span style=\"font-family: Times, sans-serif;font-size: 12pt\"><strong>S. I. Hosni, <\/strong>B. Borgheai, J. McLinden, S. Zhu, X. Huang, S. Ostadabbas, <strong>Y. Shahriari*. <\/strong> <a href=\"https:\/\/doi.org\/10.1007\/s12021-022-09595-2\">A Graph-Based Nonlinear Dynamic Characterization of Motor Imagery Toward an Enhanced Hybrid BCI.<\/a> Neuroinformatics Journal, 2022; 20(4):1169-1189 (*correspondence author). <strong>[IF: 2.86]<\/strong><\/span><\/p>\n<p><span style=\"font-family: Times, sans-serif;font-size: 12pt\"><strong>G. Cay, <\/strong>V. Ravichandran, M. J. Saikia, L. Hoffman, A. Laptook, J. Padbury, A. L. Salisbury, A. Gitelson-Kahn, K. Venkatasubramanian,<strong> Y. Shahriari<\/strong>, K. Mankodiya*. <a href=\"https:\/\/doi.org\/10.1007\/s11265-021-01669-9\">An e-textile respiration sensing system for NICU monitoring: design and validation<\/a>. Journal of Signal Processing Systems, 2022; (1-15 pp) (*correspondence author). <strong>[IF: 1.6]<\/strong><\/span><\/p>\n<p><span style=\"font-family: Times, sans-serif;font-size: 12pt\"><strong>A. H. Zisk, <\/strong>B. Borgheai, J. McLinden, R. Jafari, <strong>Y. Shahriari*. <\/strong><a href=\"https:\/\/www.tandfonline.com\/doi\/full\/10.1080\/2326263X.2021.2014678?src=\">Improving longitudinal P300-BCI performance for people with ALS using a data augmentation and jitter correction approach.<\/a> Brain-Computer Interfaces Journal, 2021; (18 pp) (*correspondence author). <strong>[IF: 2.11]<\/strong><\/span><\/p>\n<p><span style=\"font-family: Times, sans-serif;font-size: 12pt\"><strong>R. J. Deligani,<\/strong> B. Borgheai, J. McLinden, <strong>Y. Shahriari*<\/strong>. Multimodal fusion of EEG-fNIRS: <a href=\"https:\/\/pubmed.ncbi.nlm.nih.gov\/33796378\/\">A mutual information-based hybrid classification framework<\/a>. Journal of Biomedical Optics Express, 2021; 12(3) (16 pp) (*correspondence author). <strong>[IF: 3.73]<\/strong><\/span><\/p>\n<p><span style=\"font-family: Times, sans-serif;font-size: 12pt\"><strong>J. McLinden<\/strong>, R. J. Deligani, M. R. Abtahi, U. Akbar, K. Mankodiya, <strong>Y. Shahriari*<\/strong>. <a href=\"https:\/\/www.sciencedirect.com\/science\/article\/abs\/pii\/S0166432821000401?dgcid=rss_sd_all\">Disruptions of Cortico-Kinematic Interactions in Parkinson&#8217;s Disease.<\/a> Journal of Behavioral Brain Research, 2021; 404:113153 (9 pp) (*correspondence author). <strong>[IF: 3.35]<\/strong> (*correspondence author).<\/span><\/p>\n<p><span style=\"font-family: Times, sans-serif;font-size: 12pt\"><strong>B. Borgheai, <\/strong>J. McLinden, K. Mankodiya,<strong> Y. Shahriari*. <\/strong><a href=\"https:\/\/www.frontiersin.org\/articles\/10.3389\/fnins.2020.613990\/full\">Frontal Functional Network Disruptions Associated with Amyotrophic Lateral Sclerosis: An fNIRS-based Minimum Spanning Tree Analysis<\/a>. Frontiers in neuroscience, 2020; 14:1376 (17 pp) (*correspondence author)<strong>. [IF: 5.15]<\/strong><\/span><\/p>\n<p><span style=\"font-family: Times, sans-serif;font-size: 12pt\"><strong>S. M. Hosni<\/strong>, S. B. Borgheai, J. McLinden, <strong>Y. Shahriari*<\/strong>. <a href=\"https:\/\/ieeexplore.ieee.org\/document\/9262855\">An fNIRS-Based Motor Imagery BCI for ALS: A Subject-Specific Data-Driven Approach<\/a>. IEEE Transactions on Neural Systems and Rehabilitation Engineering, 2020, 8(12): 3063-3073 (*correspondence author).<strong> [IF: 4.52]<\/strong><\/span><\/p>\n<p><span style=\"font-family: Times, sans-serif;font-size: 12pt\"><strong>A. H. Zisk, <\/strong>S. B. Borgheai, J. McLinden, S. I. Hosni, R. J. Deligani,<strong> Y. Shahriari*. <\/strong><a href=\"https:\/\/www.sciencedirect.com\/science\/article\/abs\/pii\/S1388245720305514\">Latency Jitter and its Correlates in People with Amyotrophic Lateral Sclerosis<\/a>. Clinical Neurophysiology Journal, 2020, 132(2) (11 pp) (*correspondence author). <strong>[IF: 4.86]<\/strong>&nbsp;<\/span><\/p>\n<p><span style=\"font-family: Times, sans-serif;font-size: 12pt\"><strong>R. J. Deligani<\/strong>, S. I. Hosni, S. B. Borgheai, J. McLinden, A. H. Zisk, K. Mankodiya, <strong>Y. Shahriari<\/strong>*. <a href=\"https:\/\/ieeexplore.ieee.org\/document\/9224776\">Electrical and Hemodynamic Neural Functions in People with ALS: An EEG-fNIRS Resting-State Study<\/a>. IEEE Transactions on Neural Systems and Rehabilitation Engineering, 2020, 28(12) (11 pp) (*correspondence author). <strong>[IF: 4.52]<\/strong><\/span><\/p>\n<p><span style=\"font-family: Times, sans-serif;font-size: 12pt\"><strong> S. B. Borgheai<\/strong>, S. I. Hosni, R. J. Deligani, A. Zisk, J. McLinden, M. Abtahi, K. Mankodiya, <strong>Y. Shahriari<\/strong>*. <a href=\"https:\/\/ieeexplore.ieee.org\/document\/9035644\">Enhancing Communication for People in Late-Stage ALS Using an fNIRS-Based BCI System<\/a>. IEEE Transactions on Neural Systems and Rehabilitation Engineering; 2020; 28(5) (10 pp) (*correspondence author).<strong> [IF: 4.52]<\/strong><\/span><\/p>\n<p><span style=\"font-family: Times, sans-serif;font-size: 12pt\">M. Abtahi, S. B. Borgheai, R. J. Deligani, N. Constant, R. Diouf, <strong>Y. Shahriari<\/strong>, K. Mankodiya. <a href=\"https:\/\/www.ncbi.nlm.nih.gov\/pubmed\/32305929\">Merging fNIRS-EEG Brain Monitoring and Body Motion Capture to Distinguish Parkinson\u2019s Disease<\/a>. IEEE Transactions on Neural Systems and Rehabilitation Engineering; 2020; doi: 10.1109\/TNSRE.2020.2987888 (9 pp).<strong> [IF: 4.52]<\/strong><\/span><\/p>\n<p><span style=\"font-family: Times, sans-serif;font-size: 12pt\"><strong> B. Borgheai<\/strong>\u058d, <strong>R. J. Deligani<\/strong>\u058d, J. McLinden, A. Zisk,&nbsp;S. I. Hosni, M. Abtahi, K. Mankodiya, <strong>Y. Shahriari*<\/strong>. <a href=\"https:\/\/www.ncbi.nlm.nih.gov\/pubmed\/31530755\">Multimodal Exploration of Non-motor Neural Functions in ALS Patients Using Simultaneous EEG-fNIRS Recording<\/a>. Journal of Neural Engineering; 2019; 16:066036 (15 pp) (\u058dco-first authors, *correspondence author). <strong>[IF: 5.04]<\/strong><\/span><\/p>\n<p><span style=\"font-family: Times, sans-serif;font-size: 12pt\"><strong>S. I. Hosni<\/strong>, R. J. Deligani, A. Zisk, J. McLinden, S. B. Borgheai, <strong>Y. Shahriari<\/strong>*.&nbsp; <a href=\"https:\/\/iopscience.iop.org\/article\/10.1088\/1741-2552\/ab4c75\">An Exploration of Neural Dynamics of Motor Imagery for People with Amyotrophic Lateral Sclerosis<\/a>. Journal of Neural Engineering; 2019; 17:016005 (15 pp) (*correspondence author). <strong>[IF: 5.04]<\/strong><\/span><\/p>\n<p><span style=\"font-family: Times, sans-serif;font-size: 12pt\"> <strong>Y. Shahriari,<\/strong> T. M. Vaughan, L. M. McCane, B. Z. Allison, J. R. Wolpaw, D. J. Krusienski. <a href=\"https:\/\/iopscience.iop.org\/article\/10.1088\/1741-2552\/ab22ea\">An Exploration of BCI Performance Variations in People with Amyotrophic Lateral Sclerosis using Longitudinal EEG Data<\/a>. Journal of Neural Engineering, 2019; 16: 056031 (9 pp). <strong>[IF: 5.04]<\/strong><\/span><\/p>\n<p><span style=\"font-family: Times, sans-serif;font-size: 12pt\"><span style=\"float: none;background-color: transparent;color: #333333;cursor: text;font-family: Georgia,'Times New Roman','Bitstream Charter',Times,serif;font-size: 16px;font-style: normal;font-variant: normal;font-weight: 400;letter-spacing: normal;text-align: left;text-decoration: none;text-indent: 0px\"><sup>&nbsp;<\/sup><\/span><\/span><span style=\"font-family: Times, sans-serif;font-size: 12pt\">M. Malekmohammadi*, <strong>Y. Shahriari*<\/strong>, N. AuYong, A. O&#8217;Keeffe, Y. Bordelon, X. Hu, N. Pouratian. <a href=\"https:\/\/iopscience.iop.org\/article\/10.1088\/1741-2552\/aad0fb\">Pallidal stimulation in Parkinson disease differentially modulates local and network \u03b2 activity<\/a>. Journal of Neural Engineering, 2018; 15(5): 056016 (12 pp)&nbsp;(<strong>*co-first authors<\/strong>). <strong>[IF: 5.04<\/strong><\/span><strong style=\"font-family: Times, sans-serif;font-size: 12pt\">]<\/strong><\/p>\n<p><span style=\"font-family: Times, sans-serif;font-size: 12pt\"><strong>Y. Shahriari<\/strong>, R. Fidler, M. M. Pelter, Y. Bai, A. Villaroman, X. Hu. <a href=\"https:\/\/ieeexplore.ieee.org\/document\/7954742\">Electrocardiogram Signal Quality Assessment Based on Structural Image Similarity Metric.<\/a> IEEE Transactions on Biomedical Engineering, 2017; 65(4): 745-753. <strong>[IF: 4.42]<\/strong><\/span><\/p>\n<p><span style=\"font-family: Times, sans-serif;font-size: 12pt\">Bai, D. Do, Q. Ding, J. A. Palacios, <strong>Y. Shahriari<\/strong>, M. M. Pelter, N. Boyle, R. Fidler, X. Hu. <a href=\"https:\/\/ieeexplore.ieee.org\/document\/7502096\">Is the Sequence of SuperAlarm Triggers More Predictive Than Sequence of the Currently Utilized Patient Monitor Alarms?<\/a> IEEE Transactions on Biomedical Engineering, 2016; 64(5):1023-1032.&nbsp;<strong>[IF: 4.42]<\/strong><\/span><\/p>\n<p><span style=\"font-family: Times, sans-serif;font-size: 12pt\"><strong>Y. Shahriari,<\/strong> D. J. Krusienski, Y. S. Dadi, M. Seo, H. S. Shin, J. H. Choi. <a href=\"https:\/\/www.ncbi.nlm.nih.gov\/pubmed\/26796250\">Impaired Auditory Evoked Potentials and Oscillations in Frontal and Auditory Cortex of A Schizophrenia Mouse Model<\/a>. The World Journal of Biological Psychiatry, 2016; 17(6): 439-448.&nbsp;<strong>[IF: 4.13]<\/strong><\/span><\/p>\n<p><span style=\"font-family: Times, sans-serif;font-size: 12pt\"><strong>Y. Shahriari<\/strong>, A. Erfanian. <a href=\"https:\/\/www.sciencedirect.com\/science\/article\/pii\/S0925231213004797\">Improving the Performance of P300-based Brain-Computer Interface Through Subspace-based Filtering<\/a>. Neurocomputing journal, 2013; 121:434-441.&nbsp;<strong>[IF: 5.7]<\/strong><\/span><\/p>\n<p><span style=\"color: #000080\"><strong><u><span style=\"font-size: 18.0pt;font-family: 'Times',sans-serif\">Conference:<\/span><\/u><\/strong><\/span><!--more--><\/p>\n<p><span style=\"font-family: Times, sans-serif;font-size: 12pt\"><strong>B. Adeli<\/strong>, J. McLinden, P. Pandey, M. Shao, <strong>Y. Shahriari<\/strong>, Toward Improving fNIRS Classification: A Study on Activation Functions in Deep Neural Architectures. In 2025 IEEE EMBS Conference on Neural Engineering (NER), San Diego, USA, November 2025. <\/span><\/p>\n<p><span style=\"font-family: Times, sans-serif;font-size: 12pt\"><strong>B. Adeli<\/strong>, M. McLinden, P. Pandey, M. Shao, <strong>Y. Shahriari<\/strong>, AbsoluteNet: A Deep Learning Neural Network to Classify Cerebral Hemodynamic Responses of Auditory Processing. 2025 IEEE International Workshop on Machine Learning for Signal Processing (MLSP), Istanbul, Turkey, Sep. 2025.<\/span><\/p>\n<p><span style=\"font-family: Times, sans-serif;font-size: 12pt\">S. Veeturi, V. Racichandran,<strong> A. Cerullo,<\/strong> S.Chomal,<strong> Y. Shahriari, <\/strong>S. Carreiro, K. Venkatasubramanian, K. Mankodiya, D. Solanki, &#8220;Evaluationg Dry Electrodes and Bioinsrumentation for Wearable Arm ECG Acquisition&#8221;, E-Textiles Conference, 2024&nbsp;<\/span><\/p>\n<p><span style=\"font-family: Times, sans-serif;font-size: 12pt\"><strong>M. Norouzi, <\/strong>M. Z. Amirani, <strong>Y. Shahriari, <\/strong>and R. Abiri, &#8220;Precision Enhancement in Sustained Visual Attention Training Platforms: Offline EEG Signal Analysis for Classifier Fine-Tuning,&#8221; IEEE EMBC Conference, 2024.&nbsp;<\/span><\/p>\n<p><span style=\"font-family: Times, sans-serif;font-size: 12pt\"><strong>Cetera, A. <\/strong>Rabiee, S. Ghafoori, <strong>Y. Shahriari, <\/strong>and R. Abiri, &#8220;Classification of Emerging Neural Activity from Planning to Grasp Execution using a Novel EEG-Based BCI Platform,&#8221; IEEE EMBC Conference, 2024.<\/span><\/p>\n<p><span style=\"font-family: Times, sans-serif;font-size: 12pt\"><strong>S. Ghafoori,<\/strong> A. Rabiee, A. Cetera,<strong> Y. Shahriari, <\/strong>and R. Abiri, &#8220;Bispectrum Analysis of Noninvasive EEG Signals Discriminates Complex and Natural Grasp Types,&#8221; IEEE EMBC Conference, 2024.<\/span><\/p>\n<p><span style=\"font-family: Times, sans-serif;font-size: 12pt\"><strong>A. Rabiee, <\/strong>S. Ghafoori, A. Cetera, <strong>Y. Shahriari<\/strong>, and R. Abiri, &#8220;Wavelet Analysis of Noninvasive EEG Signals Discriminates Complex and Natural Grasp Types,&#8221; IEEE EMBC conference, 2024.<\/span><\/p>\n<p><span style=\"font-family: Times, sans-serif;font-size: 12pt\"><strong>J. McLinden, <\/strong>P. Pandey, A. Cerullo, M. van \u2019t Wout-Frank, K.M. Spencer,<strong> Y. Shahriari<\/strong>. EEG-fNIRS Causal Interactions during Auditory Processing. 2nd Neuroscience of the Everyday World Conference, 2024.<\/span><\/p>\n<p><span style=\"font-family: Times, sans-serif;font-size: 12pt\"><strong>J. McLinden<\/strong>, P. Pandey, A. Cerullo, N. Rahimi, C. Kumar, M. Shao, K.M. Spencer, M. van &#8216;t Wout-Frank, <strong>Y. Shahriari<\/strong>. Causal interactions between electro-cortical oscillations and hemodynamics during an auditory task. 5th International Neuroergonomics Conference, 2024.&nbsp;<\/span><\/p>\n<p><span style=\"font-family: Times, sans-serif;font-size: 12pt\"><strong>J. McLinden<\/strong>, D.E. Gemoets, D. Hahn, J. Brangaccio,&nbsp;<strong>Y. Shahriari<\/strong>, J.R. Wolpaw, J.J.S. Norton. Automating feedback in H-reflex operant conditioning studies: Feasibility&nbsp;and first steps.&nbsp;11th International IEEE EMBS Conference on Neural Engineering, 2023.<\/span><\/p>\n<p><span style=\"font-family: Times, sans-serif;font-size: 12pt\"><strong>J. McLinden<\/strong>, S.B. Borgheai, C. Kumar, N. Rahimi, M. Shao, K.M. Spencer,&nbsp;<strong>Y. Shahriari<\/strong>. Phase-amplitude coupling between EEG cortical oscillations and respiration: An exploratory study. 11th International IEEE EMBS Conference on Neural Engineering, 2023.<\/span><\/p>\n<p><span style=\"font-family: Times, sans-serif;font-size: 12pt\"><strong>J. McLinden<\/strong>, C. Kumar, N. Rahimi, M. Shao, K.M. Spencer,&nbsp;<strong>Y. Shahriari<\/strong>.&nbsp;Electrovascular&nbsp;phase-amplitude coupling during an auditory task. 10th International Brain-Computer Interface Meeting, 2023.<\/span><\/p>\n<p><span style=\"font-family: Times, sans-serif;font-size: 12pt\"><strong>S.I. Hosni <\/strong>, J. McLinden, S.B. Borgheai, S. Zhu, S. Ostadabbas,&nbsp;<strong>Y. Shahriari<\/strong>. Graph-based modeling of EEG: insights on neural data analytics for BCI applications.10th International Brain-Computer Interface Meeting, 2023.<\/span><\/p>\n<p><span style=\"font-family: Times, sans-serif;font-size: 12pt\">C. Kumar, J.P. Donohue, R. Gonjari, N. Rahimi, J. McLinden,&nbsp;<strong>Y. Shahriari<\/strong>, M. Shao.&nbsp;Adversary on Multimodal BCI-based Classification. 11th International IEEE EMBS Conference on Neural Engineering, 2023.<\/span><\/p>\n<p><span style=\"font-family: Times, sans-serif;font-size: 12pt\"><strong>J. McIntyre<\/strong>, J. McLinden, S.B. Borgheai,&nbsp;<strong>Y. Shahriari<\/strong>. Exploratory fNIRS Assessment of Cortical Activation during a Novel Virtual Reality Object Orientation Memory Task. 11th International IEEE EMBS Conference on Neural Engineering, 2023.<\/span><\/p>\n<p><span style=\"font-family: Times, sans-serif;font-size: 12pt\"><strong>B. Borgheai<\/strong>, A. Zisk, J. McLinden, J. Mcintyre, <strong>Y. Shahriari<\/strong>. Identifying Cognitive Factors Contributing to BCI Performance Variability: A multimodal Study. Society for Neuroscience, 2022.<\/span><\/p>\n<p><span style=\"font-family: Times, sans-serif;font-size: 12pt\"><strong>S. I Hosni,<\/strong> S. B. Borgheai, J. McLinden, S. Zhu, S. Ostadabbas, <strong>Y. Shahriari<\/strong>. A Graph- based dynamical characterization and inference in hybrid BCIs. Asilomar Conference on Signals, Systems, and Computers, 2021.<\/span><\/p>\n<p><span style=\"font-family: Times, sans-serif;font-size: 12pt\"><strong>S. I Hosni,<\/strong> J. McLinden, S. B. Borgheai, S. Zhu, S. Ostadabbas, <strong>Y. Shahriari<\/strong>, Graph- based Recurrence Quantification Analysis of EEG Spectral Dynamics for Motor Imagery- based BCIs. 43rd Annual International Conference of the IEEE\/EMBC Conference, 2021.<\/span><\/p>\n<p><span style=\"font-family: Times, sans-serif;font-size: 12pt\">S. Zhu, S., S. I Hosni, J. McLinden, S. B. Borgheai, <strong>Y. Shahriari<\/strong>, S. Ostadabbas. A Graph-based Feature Extraction Algorithm Towards a Robust Data Fusion Framework for Brain-Computer Interfaces. 43rd Annual International Conference of the IEEE\/EMBC Conference, 2021.<\/span><\/p>\n<p><span style=\"font-family: Times, sans-serif;font-size: 12pt\"><strong>B. Borgheai<\/strong>, R. J. Deligani, J. McLinden, M. Abtahi, S. Ostadabbas, K. Mankodiya, <strong>Y. Shahriari<\/strong>. <a href=\"https:\/\/ieeexplore.ieee.org\/document\/8717118\">Multimodal Evaluation of Mental Workload using a Hybrid EEG-fNIRS Brain-Computer Interface System<\/a>. 9<sup>th<\/sup> International IEEE\/EMBS Conference on Neural Engineering, 2019; 973-976.<\/span><\/p>\n<p><span style=\"font-family: Times, sans-serif;font-size: 12pt\"><strong>R. J. Deligani<\/strong>, S. I. Hosni, T. M. Vaughan, L. M. McCane, D. J. Zeitlin, D. J. McFarland, D. J. Krusienski, <strong>Y. Shahriari<\/strong>. <a href=\"https:\/\/ieeexplore.ieee.org\/document\/8717044\">Neural Alterations during Use of a P300-based BCI by Individuals with Amyotrophic Lateral Sclerosis<\/a>. 9<sup>th<\/sup> International IEEE\/EMBS Conference on Neural Engineering, 2019; 899-902.<\/span><\/p>\n<p><span style=\"font-family: Times, sans-serif;font-size: 12pt\"><strong>B. Borgheai<\/strong>, M. Abtahi, K. Mankodiya, J. McLinden, <strong>Y. Shahriari<\/strong>. <a href=\"https:\/\/ieeexplore.ieee.org\/abstract\/document\/8717030\">Towards a Single Trial fNIRS-based Brain-Computer Interface for Communication<\/a>. 9<sup>th<\/sup> International IEEE\/EMBS Conference on Neural Engineering, 2019; 1030-1033.<\/span><\/p>\n<p><span style=\"font-family: Times, sans-serif;font-size: 12pt\">M. Abtahi, <strong>Y. Shahriari<\/strong>, M. J. Saikia, G. Cay, U. Akbar, K. Mankodiya. <a href=\"https:\/\/n.neurology.org\/content\/92\/15_Supplement\/P5.8-020\">EEG-fNIRS Combined Neuroimaging Study on PD Patients Performing UPDRS Motor Tasks<\/a>. Neurology 92, P5. 8-020.<\/span><\/p>\n<p><span style=\"font-family: Times, sans-serif;font-size: 12pt\">N. Constant, U. Akbar, M. Abtahi, J. Gillinsky, <strong>Y. Shahriari<\/strong>, K. Mankodiya. E-textile Glove Monitoring Finger and Hand Motion. 16th International Conference on Wearable and Implantable Body Sensor Networks (BSN), 2019.<\/span><\/p>\n<p><span style=\"font-family: Times, sans-serif;font-size: 12pt\"><strong>R. J. Deligani<\/strong>,&nbsp;C. S. Carmack,&nbsp;S.M. Heckman,&nbsp;L. M. McCane,&nbsp;D. J. McFarland,&nbsp;T. M. Vaughan,&nbsp;J. R. Wolpaw,&nbsp;D. J. Zeitlin,&nbsp;D. J. Krusienski,&nbsp;<strong>Y. Shahriari<\/strong>. Alterations in Connectivity During Use of a P300-based BCI by Individuals With Amyotrophic Lateral Sclerosis. 7<sup>th<\/sup> Brain-Computer Interface Meeting, 2018.<\/span><\/p>\n<p><span style=\"font-family: Times, sans-serif;font-size: 12pt\"><strong>B. Borgheai, <\/strong>M. Abtahi, K. Mankodiya<strong>, Y. Shahriari.<span style=\"font-size: 13.3333px\">&nbsp;<\/span><\/strong>Towards a Single Trial &nbsp;fNIRS-based Brain-Computer Interface for Communication. 7<sup>th<\/sup> Brain-Computer Interface Meeting, 2018.<\/span><\/p>\n<p><span style=\"font-family: Times, sans-serif;font-size: 12pt\"><strong>S. I. Hosni, <\/strong>W. Besio, <strong>Y. Shahriari<\/strong>.&nbsp;A Comparison Between Spatial Filtering Techniques Based on Conventional Methods and Tripolar Concentric Ring Electrodes. 7<sup>th<\/sup> Brain-Computer Interface Meeting, 2018.<\/span><\/p>\n<p><span style=\"font-family: Times, sans-serif;font-size: 12pt\"><strong>Y. Shahriari<\/strong>, M. Malekmohammadi, A. O\u2019Keeffe, X. Hu, N. Pouratian. Beta Oscillations during Pallidal Deep Brain Stimulation in Parkinson\u2019s Disease. Congress of Neurological Surgeons, 2017.<\/span><\/p>\n<p><span style=\"font-family: Times, sans-serif;font-size: 12pt\"><strong>Y. Shahriari<\/strong>, M. Malekmohammadi, A. O\u2019Keeffe, X. Hu, N. Pouratian. Global and Local Oscillatory Changes Associated with Pallidal Deep Brain Stimulation in Parkinson Disease. Society for Neuroscience, 2017.<\/span><\/p>\n<p><span style=\"font-family: Times, sans-serif;font-size: 12pt\">S. M. Heckman, <strong>Y. Shahriari, <\/strong>T. M. Vaughan, D. M. Zeitlin, L. M. McCane, C. S. Carmack, J. R. Wolpaw, B. Z. Allison, D.J. Krusienski. Longitudinal EEG Correlates of BCI Performance Variations in People with Amyotrophic Lateral Sclerosis. Society for Neuroscience, 2017.<\/span><\/p>\n<p><span style=\"font-family: Times, sans-serif;font-size: 12pt\">N. Pouratian, M. Malekmohammadi, <strong>Y. Shahriari,<\/strong> N. A. Young, X. Hu. Motor cortex Pllidocortical Desynchronization as Therapeutic Mechanisms of Pallidal Deep Brain Stimulation. The American Academy of Neurological Surgery, 2017.<\/span><\/p>\n<p><span style=\"font-family: Times, sans-serif;font-size: 12pt\"><strong>Y. Shahriari<\/strong>, A. O\u2019Keeffe, M. Malekmohammadi, X. Hu, N. Pouratian. The Effect of Deep Brain Stimulation on Pallido-Cortical Coherency Pattern of Parkinson\u2019s Disease. 6<sup>th<\/sup> Brain-Computer Interface Meeting, 2016.<\/span><\/p>\n<p><span style=\"font-family: Times, sans-serif;font-size: 12pt\"><strong>Y. Shahriari<\/strong>, D. J. Krusienski, J. H. Choi. Frontal-Temporal Connectivity Dysfunction in a Mouse Model of Schizophrenia. 6<sup>th<\/sup> Brain-Computer Interface Meeting, 2016.<\/span><\/p>\n<p><span style=\"font-family: Times, sans-serif;font-size: 12pt\"><strong>Y. Shahriari<\/strong>, Q. Ding, R. Fidler, et al. <a href=\"https:\/\/www.sciencedirect.com\/science\/article\/abs\/pii\/S0022073616302461?via%3Dihub\">Perceptual Image Processing Based ECG Quality Assessment<\/a>. Journal of Electrocardiology, 2016; 49(6):937.<\/span><\/p>\n<p><span style=\"font-family: Times, sans-serif;font-size: 12pt\"><strong>Y. Shahriari Y<\/strong>, Q. Ding, R. Fidler, et al. 129: <a href=\"https:\/\/journals.lww.com\/ccmjournal\/Citation\/2015\/12001\/129__POOR_ECG_SIGNAL_QUALITY_ASSOCIATED_WITH_FALSE.132.aspx\">Poor ECG Signal Quality Associated with False Arrhythmia Alarms<\/a>. Critical Care Medicine, 2015; 43(12):33-34.<\/span><\/p>\n<p><span style=\"font-family: Times, sans-serif;font-size: 12pt\"><strong>Y. Shahriari<\/strong>, E. W. Sellers, L. M. McCane, T. M. Vaughan, D. J. Krusienski. <a href=\"https:\/\/ieeexplore.ieee.org\/document\/7146788\">Directional brain functional interaction analysis in patients with amyotrophic lateral sclerosis<\/a>. 7th International IEEE\/EMBS Conference on Neural Engineering, 2015; DOI: 10.1109\/NER; 972-975.<\/span><\/p>\n<p><span style=\"font-family: Times, sans-serif;font-size: 12pt\"><strong>Y. Shahriari<\/strong>, S. Macdonald, Y. Surekha, J. H. Choi, D. J. Krusienski. Using Auditory Steady State Responses to Characterize Neural Connectivity in Mice Models of Schizophrenia. Society for Neuroscience, 2014.<\/span><\/p>\n<p><span style=\"font-family: Times, sans-serif;font-size: 12pt\"><strong>Y. Shahriari, <\/strong>T. M. Vaughan, D. E. Corda, D. Zeltin, J. R. Wolpaw, D. J. Krusienski. EEG Correlates of Performance During Long-Term Use of a P300 BCI by Individuals with Amyotrophic Lateral Sclerosis. Proceedings of 5<sup>th<\/sup> Brain-Computer Interface Meeting: Define the Future, 2013; DOI: 10.3217\/978-3-85125-260-6-29.<\/span><\/p>\n<p><span style=\"font-family: Times, sans-serif;font-size: 12pt\"><strong>Y. Shahriari,<\/strong> A. Erfanian. <a href=\"https:\/\/ieeexplore.ieee.org\/abstract\/document\/5910579\">A mutual information based channel selection scheme for P300-based brain computer interface<\/a>. In Neural Engineering (NER), 2011 5th International IEEE\/EMBS Conference, 2011; 434-437.<\/span><\/p>\n<p><span style=\"font-family: Times, sans-serif;font-size: 12pt\"><strong>Y. Shahriari,<\/strong> A. Erfanian. An Improved P300 Based Brain &#8211; Computer Interface: Feature Selection Based Mutual Information. 18th International Conference on Biomedical Engineering, ICBME, 2011.<\/span><\/p>\n","protected":false},"excerpt":{"rendered":"<p>Book Chapter: Y. Shahriari*, W. Besio, S. I. Hosni, A. Zisk, S. B. Borgheai, R. J. Deligani, J. McLinden. Electroencephalography. Springer Nature Book of Neural Interface Engineering: Linking the Physical World and the Nervous System; 2020 (pp 1-16) (*correspondence author). Journal: Published\/Accepted J. McLinden, N. Rahimi, K.M. Spencer, M.V. Wout, M. Shao, S. Hosni, B. 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