{"id":128,"date":"2017-05-31T15:56:12","date_gmt":"2017-05-31T19:56:12","guid":{"rendered":"https:\/\/web.uri.edu\/neuralpclab\/?page_id=128"},"modified":"2026-04-30T13:45:44","modified_gmt":"2026-04-30T17:45:44","slug":"projects","status":"publish","type":"page","link":"https:\/\/web.uri.edu\/neuralpclab\/projects\/","title":{"rendered":"Research"},"content":{"rendered":"<div class=\"type-intro\">\n<h2 style=\"text-align: center\">Uncovering the Multimodal Neural Correlates Underpinning Visual Hallucinations and Motor Functions in Parkinson&#8217;s Disease <img loading=\"lazy\" decoding=\"async\" class=\"alignnone size-full wp-image-4052\" src=\"https:\/\/web.uri.edu\/neuralpclab\/wp-content\/uploads\/sites\/2198\/DAREFig.jpg\" alt=\"\" width=\"819\" height=\"679\" srcset=\"https:\/\/web.uri.edu\/neuralpclab\/wp-content\/uploads\/sites\/2198\/DAREFig.jpg 819w, https:\/\/web.uri.edu\/neuralpclab\/wp-content\/uploads\/sites\/2198\/DAREFig-300x249.jpg 300w, https:\/\/web.uri.edu\/neuralpclab\/wp-content\/uploads\/sites\/2198\/DAREFig-768x637.jpg 768w, https:\/\/web.uri.edu\/neuralpclab\/wp-content\/uploads\/sites\/2198\/DAREFig-364x302.jpg 364w, https:\/\/web.uri.edu\/neuralpclab\/wp-content\/uploads\/sites\/2198\/DAREFig-500x415.jpg 500w\" sizes=\"auto, (max-width: 819px) 100vw, 819px\" \/><\/h2>\n<h2 style=\"text-align: center\">Graph-Centric Exploration of Visuo-Spatial Motor Functions in Aging<\/h2>\n<p style=\"text-align: center\"><img loading=\"lazy\" decoding=\"async\" class=\"size-full wp-image-4059 aligncenter\" src=\"https:\/\/web.uri.edu\/neuralpclab\/wp-content\/uploads\/sites\/2198\/HCCFig.jpg\" alt=\"\" width=\"1048\" height=\"648\" srcset=\"https:\/\/web.uri.edu\/neuralpclab\/wp-content\/uploads\/sites\/2198\/HCCFig.jpg 1048w, https:\/\/web.uri.edu\/neuralpclab\/wp-content\/uploads\/sites\/2198\/HCCFig-300x185.jpg 300w, https:\/\/web.uri.edu\/neuralpclab\/wp-content\/uploads\/sites\/2198\/HCCFig-1024x633.jpg 1024w, https:\/\/web.uri.edu\/neuralpclab\/wp-content\/uploads\/sites\/2198\/HCCFig-768x475.jpg 768w, https:\/\/web.uri.edu\/neuralpclab\/wp-content\/uploads\/sites\/2198\/HCCFig-364x225.jpg 364w, https:\/\/web.uri.edu\/neuralpclab\/wp-content\/uploads\/sites\/2198\/HCCFig-500x309.jpg 500w, https:\/\/web.uri.edu\/neuralpclab\/wp-content\/uploads\/sites\/2198\/HCCFig-1000x618.jpg 1000w\" sizes=\"auto, (max-width: 1048px) 100vw, 1048px\" \/><\/p>\n<\/div>\n<h2 style=\"text-align: center\">Causal Interactions between Hemodynamic and Electrocortical Signals During Auditory Processing<\/h2>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"wp-image-4044 aligncenter\" src=\"https:\/\/web.uri.edu\/neuralpclab\/wp-content\/uploads\/sites\/2198\/CausalFig.jpg\" alt=\"\" width=\"548\" height=\"585\"><\/p>\n<h2 style=\"text-align: center\">Optimizing Quantification of Neuro-Vascular Entrainment using Rhythmic Audio-Visual Stimuli<img loading=\"lazy\" decoding=\"async\" class=\"alignnone size-full wp-image-4062\" src=\"https:\/\/web.uri.edu\/neuralpclab\/wp-content\/uploads\/sites\/2198\/R01VRExperiment.jpg\" alt=\"\" width=\"800\" height=\"233\" srcset=\"https:\/\/web.uri.edu\/neuralpclab\/wp-content\/uploads\/sites\/2198\/R01VRExperiment.jpg 800w, https:\/\/web.uri.edu\/neuralpclab\/wp-content\/uploads\/sites\/2198\/R01VRExperiment-300x87.jpg 300w, https:\/\/web.uri.edu\/neuralpclab\/wp-content\/uploads\/sites\/2198\/R01VRExperiment-768x224.jpg 768w, https:\/\/web.uri.edu\/neuralpclab\/wp-content\/uploads\/sites\/2198\/R01VRExperiment-364x106.jpg 364w, https:\/\/web.uri.edu\/neuralpclab\/wp-content\/uploads\/sites\/2198\/R01VRExperiment-500x146.jpg 500w\" sizes=\"auto, (max-width: 800px) 100vw, 800px\" \/><\/h2>\n<h2 style=\"text-align: center\">fNIRSNET: A Multi-view Spatio-Temporal Convolutional Neural Network Fusion for fNIRS-based Auditory Event Classification<\/h2>\n<h2 style=\"text-align: center\"><img loading=\"lazy\" decoding=\"async\" class=\"size-full wp-image-4045 alignnone\" src=\"https:\/\/web.uri.edu\/neuralpclab\/wp-content\/uploads\/sites\/2198\/fNIRSNetFig.jpg\" alt=\"\" width=\"1369\" height=\"496\" srcset=\"https:\/\/web.uri.edu\/neuralpclab\/wp-content\/uploads\/sites\/2198\/fNIRSNetFig.jpg 1369w, https:\/\/web.uri.edu\/neuralpclab\/wp-content\/uploads\/sites\/2198\/fNIRSNetFig-300x109.jpg 300w, https:\/\/web.uri.edu\/neuralpclab\/wp-content\/uploads\/sites\/2198\/fNIRSNetFig-1024x371.jpg 1024w, https:\/\/web.uri.edu\/neuralpclab\/wp-content\/uploads\/sites\/2198\/fNIRSNetFig-768x278.jpg 768w, https:\/\/web.uri.edu\/neuralpclab\/wp-content\/uploads\/sites\/2198\/fNIRSNetFig-364x132.jpg 364w, https:\/\/web.uri.edu\/neuralpclab\/wp-content\/uploads\/sites\/2198\/fNIRSNetFig-500x181.jpg 500w, https:\/\/web.uri.edu\/neuralpclab\/wp-content\/uploads\/sites\/2198\/fNIRSNetFig-1000x362.jpg 1000w, https:\/\/web.uri.edu\/neuralpclab\/wp-content\/uploads\/sites\/2198\/fNIRSNetFig-1280x464.jpg 1280w\" sizes=\"auto, (max-width: 1369px) 100vw, 1369px\" \/><\/h2>\n<h2 style=\"text-align: center\">Electro-vascular Phase-Amplitude Coupling during an Auditory Task<\/h2>\n<p style=\"text-align: center\"><img loading=\"lazy\" decoding=\"async\" class=\"size-full wp-image-4046 aligncenter\" src=\"https:\/\/web.uri.edu\/neuralpclab\/wp-content\/uploads\/sites\/2198\/EVPACFig.jpg\" alt=\"\" width=\"1087\" height=\"391\" srcset=\"https:\/\/web.uri.edu\/neuralpclab\/wp-content\/uploads\/sites\/2198\/EVPACFig.jpg 1087w, https:\/\/web.uri.edu\/neuralpclab\/wp-content\/uploads\/sites\/2198\/EVPACFig-300x108.jpg 300w, https:\/\/web.uri.edu\/neuralpclab\/wp-content\/uploads\/sites\/2198\/EVPACFig-1024x368.jpg 1024w, https:\/\/web.uri.edu\/neuralpclab\/wp-content\/uploads\/sites\/2198\/EVPACFig-768x276.jpg 768w, https:\/\/web.uri.edu\/neuralpclab\/wp-content\/uploads\/sites\/2198\/EVPACFig-364x131.jpg 364w, https:\/\/web.uri.edu\/neuralpclab\/wp-content\/uploads\/sites\/2198\/EVPACFig-500x180.jpg 500w, https:\/\/web.uri.edu\/neuralpclab\/wp-content\/uploads\/sites\/2198\/EVPACFig-1000x360.jpg 1000w\" sizes=\"auto, (max-width: 1087px) 100vw, 1087px\" \/><\/p>\n<h2 style=\"text-align: center\">Maximizing Neural Signal Decoding with Overparameterized Model Architectures<\/h2>\n<p style=\"text-align: center\"><img loading=\"lazy\" decoding=\"async\" class=\"size-full wp-image-4039 aligncenter\" src=\"https:\/\/web.uri.edu\/neuralpclab\/wp-content\/uploads\/sites\/2198\/PankajReserachPage2-scaled.jpg\" alt=\"\" width=\"2560\" height=\"922\" srcset=\"https:\/\/web.uri.edu\/neuralpclab\/wp-content\/uploads\/sites\/2198\/PankajReserachPage2-scaled.jpg 2560w, https:\/\/web.uri.edu\/neuralpclab\/wp-content\/uploads\/sites\/2198\/PankajReserachPage2-300x108.jpg 300w, https:\/\/web.uri.edu\/neuralpclab\/wp-content\/uploads\/sites\/2198\/PankajReserachPage2-1024x369.jpg 1024w, https:\/\/web.uri.edu\/neuralpclab\/wp-content\/uploads\/sites\/2198\/PankajReserachPage2-768x277.jpg 768w, https:\/\/web.uri.edu\/neuralpclab\/wp-content\/uploads\/sites\/2198\/PankajReserachPage2-1536x553.jpg 1536w, https:\/\/web.uri.edu\/neuralpclab\/wp-content\/uploads\/sites\/2198\/PankajReserachPage2-2048x738.jpg 2048w, https:\/\/web.uri.edu\/neuralpclab\/wp-content\/uploads\/sites\/2198\/PankajReserachPage2-364x131.jpg 364w, https:\/\/web.uri.edu\/neuralpclab\/wp-content\/uploads\/sites\/2198\/PankajReserachPage2-500x180.jpg 500w, https:\/\/web.uri.edu\/neuralpclab\/wp-content\/uploads\/sites\/2198\/PankajReserachPage2-1000x360.jpg 1000w, https:\/\/web.uri.edu\/neuralpclab\/wp-content\/uploads\/sites\/2198\/PankajReserachPage2-1280x461.jpg 1280w, https:\/\/web.uri.edu\/neuralpclab\/wp-content\/uploads\/sites\/2198\/PankajReserachPage2-2000x720.jpg 2000w\" sizes=\"auto, (max-width: 2560px) 100vw, 2560px\" \/><\/p>\n<h2 style=\"text-align: center\">Multimodal Characterization of Brain Activity in Patients with Amyotrophic Lateral Sclerosis &nbsp;<\/h2>\n<p style=\"text-align: center\"><img loading=\"lazy\" decoding=\"async\" class=\"size-full wp-image-2535 aligncenter\" src=\"https:\/\/web.uri.edu\/neuralpclab\/wp-content\/uploads\/sites\/2198\/Figure5BB.jpg\" alt=\"\" width=\"1589\" height=\"661\" srcset=\"https:\/\/web.uri.edu\/neuralpclab\/wp-content\/uploads\/sites\/2198\/Figure5BB.jpg 1589w, https:\/\/web.uri.edu\/neuralpclab\/wp-content\/uploads\/sites\/2198\/Figure5BB-300x125.jpg 300w, https:\/\/web.uri.edu\/neuralpclab\/wp-content\/uploads\/sites\/2198\/Figure5BB-1024x426.jpg 1024w, https:\/\/web.uri.edu\/neuralpclab\/wp-content\/uploads\/sites\/2198\/Figure5BB-768x319.jpg 768w, https:\/\/web.uri.edu\/neuralpclab\/wp-content\/uploads\/sites\/2198\/Figure5BB-1536x639.jpg 1536w, https:\/\/web.uri.edu\/neuralpclab\/wp-content\/uploads\/sites\/2198\/Figure5BB-364x151.jpg 364w, https:\/\/web.uri.edu\/neuralpclab\/wp-content\/uploads\/sites\/2198\/Figure5BB-500x208.jpg 500w, https:\/\/web.uri.edu\/neuralpclab\/wp-content\/uploads\/sites\/2198\/Figure5BB-1000x416.jpg 1000w, https:\/\/web.uri.edu\/neuralpclab\/wp-content\/uploads\/sites\/2198\/Figure5BB-1280x532.jpg 1280w\" sizes=\"auto, (max-width: 1589px) 100vw, 1589px\" \/><\/p>\n<h2 style=\"text-align: center\">Improving BCI Performance Using a Multimodal Recording and Decoding Pipeline<\/h2>\n<p style=\"text-align: center\"><img loading=\"lazy\" decoding=\"async\" class=\"size-full wp-image-1204 aligncenter\" src=\"https:\/\/web.uri.edu\/neuralpclab\/wp-content\/uploads\/sites\/2198\/ahram2.jpg\" alt=\"\" width=\"1278\" height=\"615\" data-wp-editing=\"1\" srcset=\"https:\/\/web.uri.edu\/neuralpclab\/wp-content\/uploads\/sites\/2198\/ahram2.jpg 1278w, https:\/\/web.uri.edu\/neuralpclab\/wp-content\/uploads\/sites\/2198\/ahram2-300x144.jpg 300w, https:\/\/web.uri.edu\/neuralpclab\/wp-content\/uploads\/sites\/2198\/ahram2-1024x493.jpg 1024w, https:\/\/web.uri.edu\/neuralpclab\/wp-content\/uploads\/sites\/2198\/ahram2-768x370.jpg 768w, https:\/\/web.uri.edu\/neuralpclab\/wp-content\/uploads\/sites\/2198\/ahram2-364x175.jpg 364w, https:\/\/web.uri.edu\/neuralpclab\/wp-content\/uploads\/sites\/2198\/ahram2-500x241.jpg 500w, https:\/\/web.uri.edu\/neuralpclab\/wp-content\/uploads\/sites\/2198\/ahram2-1000x481.jpg 1000w\" sizes=\"auto, (max-width: 1278px) 100vw, 1278px\" \/><\/p>\n\n\n<figure class=\"wp-block-gallery has-nested-images columns-default is-cropped wp-block-gallery-1 is-layout-flex wp-block-gallery-is-layout-flex\">\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"844\" height=\"1024\" data-id=\"4354\" src=\"https:\/\/web.uri.edu\/neuralpclab\/wp-content\/uploads\/sites\/2198\/multimodal_neural_framework-844x1024.jpg\" alt=\"\" class=\"wp-image-4354\" srcset=\"https:\/\/web.uri.edu\/neuralpclab\/wp-content\/uploads\/sites\/2198\/multimodal_neural_framework-844x1024.jpg 844w, https:\/\/web.uri.edu\/neuralpclab\/wp-content\/uploads\/sites\/2198\/multimodal_neural_framework-247x300.jpg 247w, https:\/\/web.uri.edu\/neuralpclab\/wp-content\/uploads\/sites\/2198\/multimodal_neural_framework-768x932.jpg 768w, https:\/\/web.uri.edu\/neuralpclab\/wp-content\/uploads\/sites\/2198\/multimodal_neural_framework-1266x1536.jpg 1266w, https:\/\/web.uri.edu\/neuralpclab\/wp-content\/uploads\/sites\/2198\/multimodal_neural_framework-364x442.jpg 364w, https:\/\/web.uri.edu\/neuralpclab\/wp-content\/uploads\/sites\/2198\/multimodal_neural_framework-500x607.jpg 500w, https:\/\/web.uri.edu\/neuralpclab\/wp-content\/uploads\/sites\/2198\/multimodal_neural_framework-1000x1213.jpg 1000w, https:\/\/web.uri.edu\/neuralpclab\/wp-content\/uploads\/sites\/2198\/multimodal_neural_framework-1280x1553.jpg 1280w, https:\/\/web.uri.edu\/neuralpclab\/wp-content\/uploads\/sites\/2198\/multimodal_neural_framework.jpg 1600w\" sizes=\"auto, (max-width: 844px) 100vw, 844px\" \/><\/figure>\n<\/figure>\n","protected":false},"excerpt":{"rendered":"<p>Uncovering the Multimodal Neural Correlates Underpinning Visual Hallucinations and Motor Functions in Parkinson&#8217;s Disease Graph-Centric Exploration of Visuo-Spatial Motor Functions in Aging Causal Interactions between Hemodynamic and Electrocortical Signals During Auditory Processing Optimizing Quantification of Neuro-Vascular Entrainment using Rhythmic Audio-Visual Stimuli fNIRSNET: A Multi-view Spatio-Temporal Convolutional Neural Network Fusion for fNIRS-based Auditory Event Classification Electro-vascular [&hellip;]<\/p>\n","protected":false},"author":4861,"featured_media":0,"parent":0,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"_acf_changed":false,"footnotes":"","_links_to":"","_links_to_target":""},"class_list":["post-128","page","type-page","status-publish","hentry"],"acf":[],"_links":{"self":[{"href":"https:\/\/web.uri.edu\/neuralpclab\/wp-json\/wp\/v2\/pages\/128","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/web.uri.edu\/neuralpclab\/wp-json\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/web.uri.edu\/neuralpclab\/wp-json\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/web.uri.edu\/neuralpclab\/wp-json\/wp\/v2\/users\/4861"}],"replies":[{"embeddable":true,"href":"https:\/\/web.uri.edu\/neuralpclab\/wp-json\/wp\/v2\/comments?post=128"}],"version-history":[{"count":5,"href":"https:\/\/web.uri.edu\/neuralpclab\/wp-json\/wp\/v2\/pages\/128\/revisions"}],"predecessor-version":[{"id":4358,"href":"https:\/\/web.uri.edu\/neuralpclab\/wp-json\/wp\/v2\/pages\/128\/revisions\/4358"}],"wp:attachment":[{"href":"https:\/\/web.uri.edu\/neuralpclab\/wp-json\/wp\/v2\/media?parent=128"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}