Linear and nonlinear relationships between visual stimuli, EEG and BOLD fMRI signals
| dc.contributor.author | Liu, Zhongming | |
| dc.contributor.author | Rios, Cristina | |
| dc.contributor.author | Zhang, Nanyin | |
| dc.contributor.author | Yang, Lin | |
| dc.contributor.author | Chen, Wei | |
| dc.contributor.author | He, Bin | |
| dc.date | 2022-08-11T08:10:28.000 | |
| dc.date.accessioned | 2022-08-23T17:10:07Z | |
| dc.date.available | 2022-08-23T17:10:07Z | |
| dc.date.issued | 2010-04-15 | |
| dc.date.submitted | 2012-05-24 | |
| dc.identifier.citation | Neuroimage. 2010 Apr 15;50(3):1054-66. Epub 2010 Jan 15. <a href="http://dx.doi.org/10.1016/j.neuroimage.2010.01.017">Link to article on publisher's site</a> | |
| dc.identifier.issn | 1053-8119 (Linking) | |
| dc.identifier.doi | 10.1016/j.neuroimage.2010.01.017 | |
| dc.identifier.pmid | 20079854 | |
| dc.identifier.uri | http://hdl.handle.net/20.500.14038/45977 | |
| dc.description.abstract | In the present study, the cascaded interactions between stimuli and neural and hemodynamic responses were modeled using linear systems. These models provided the theoretical hypotheses that were tested against the electroencephalography (EEG) and blood oxygen level dependent (BOLD) functional magnetic resonance imaging (fMRI) data recorded from human subjects during prolonged periods of repeated visual stimuli with a variable setting of the inter-stimulus interval (ISI) and visual contrast. Our results suggest that (1) neural response is nonlinear only when ISI | |
| dc.language.iso | en_US | |
| dc.relation | <a href="http://www.ncbi.nlm.nih.gov/entrez/query.fcgi?db=pubmed&cmd=Retrieve&list_uids=20079854&dopt=Abstract">Link to Article in PubMed</a> | |
| dc.relation.url | http://www.ncbi.nlm.nih.gov/pmc/articles/PMC2841568/pdf/nihms169578.pdf | |
| dc.subject | Algorithms | |
| dc.subject | Brain | |
| dc.subject | Electroencephalography | |
| dc.subject | Evoked Potentials, Visual | |
| dc.subject | Female | |
| dc.subject | Humans | |
| dc.subject | Linear Models | |
| dc.subject | Magnetic Resonance Imaging | |
| dc.subject | Male | |
| dc.subject | Nonlinear Dynamics | |
| dc.subject | Oxygen | |
| dc.subject | Photic Stimulation | |
| dc.subject | Time Factors | |
| dc.subject | Visual Perception | |
| dc.subject | Young Adult | |
| dc.subject | Psychiatry | |
| dc.title | Linear and nonlinear relationships between visual stimuli, EEG and BOLD fMRI signals | |
| dc.type | Journal Article | |
| dc.source.journaltitle | NeuroImage | |
| dc.source.volume | 50 | |
| dc.source.issue | 3 | |
| dc.identifier.legacycoverpage | https://escholarship.umassmed.edu/psych_pp/500 | |
| dc.identifier.contextkey | 2911231 | |
| html.description.abstract | <p>In the present study, the cascaded interactions between stimuli and neural and hemodynamic responses were modeled using linear systems. These models provided the theoretical hypotheses that were tested against the electroencephalography (EEG) and blood oxygen level dependent (BOLD) functional magnetic resonance imaging (fMRI) data recorded from human subjects during prolonged periods of repeated visual stimuli with a variable setting of the inter-stimulus interval (ISI) and visual contrast. Our results suggest that (1) neural response is nonlinear only when ISI</p> | |
| dc.identifier.submissionpath | psych_pp/500 | |
| dc.contributor.department | Department of Psychiatry | |
| dc.source.pages | 1054-66 |
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