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=== Direct brain observation/manipulation === [[File:EEG cap.jpg|alt=|thumb|An [[Electroencephalogram|EEG]] recording setup]] [[File:Multi-Layer Neural Network-Vector.svg|thumb|[[Artificial neural network]] with two layers, an interconnected group of nodes, akin to the vast network of neurons in the human brain]] A classic and popular tool used to relate mental and neural activity is the [[electroencephalogram]] (EEG), a technique using amplified electrodes on a person's scalp to measure voltage changes in different parts of the brain. [[Hans Berger]], the first researcher to use EEG on an unopened skull, quickly found that brains exhibit signature "brain waves": electric oscillations which correspond to different states of consciousness. Researchers subsequently refined statistical methods for synthesizing the electrode data, and identified unique brain wave patterns such as the [[delta wave]] observed during non-REM sleep.<ref>{{cite journal | last1 = Rösler | first1 = Frank | title = From Single-Channel Recordings to Brain-Mapping Devices: The Impact of Electroencephalography on Experimental Psychology | url = http://cognitrn.psych.indiana.edu/busey/eegseminar/pdfs/EEGHistoryImpact.pdf | journal = History of Psychology | volume = 8 | issue = 1 | year = 2005 | doi = 10.1037/1093-4510.8.1.95 | pmid = 16021767 | pages = 95–117 | access-date = 24 April 2015 | archive-url = https://web.archive.org/web/20150907211752/http://cognitrn.psych.indiana.edu/busey/eegseminar/pdfs/EEGHistoryImpact.pdf | archive-date = 7 September 2015 | url-status = dead }}</ref> Newer [[functional neuroimaging]] techniques include [[functional magnetic resonance imaging]] and [[positron emission tomography]], both of which track the flow of blood through the brain. These technologies provide more localized information about activity in the brain and create representations of the brain with widespread appeal. They also provide insight which avoids the classic problems of subjective self-reporting. It remains challenging to draw hard conclusions about where in the brain specific thoughts originate—or even how usefully such localization corresponds with reality. However, neuroimaging has delivered unmistakable results showing the existence of correlations between mind and brain. Some of these draw on a systemic [[neural network (biology)|neural network]] model rather than a localized function model.<ref>{{cite journal | last1 = Moran | first1 = Joseph M. | last2 = Zaki | first2 = Jamil | title = Functional Neuroimaging and Psychology: What Have You Done for Me Lately? | url = http://ssnl.stanford.edu/download/file/fid/518 | journal = Journal of Cognitive Neuroscience | volume = 25 | issue = 6 | year = 2013 | doi = 10.1162/jocn_a_00380 | pages = 834–842 | pmid = 23469884 | s2cid = 12546790 | access-date = 24 April 2015 | archive-date = 2 February 2016 | archive-url = https://web.archive.org/web/20160202031631/http://ssnl.stanford.edu/download/file/fid/518 | url-status = dead }}</ref><ref>{{cite journal | last1 = Cacioppo | first1 = John T. | last2 = Berntson | first2 = Gary G. | last3 = Nusbaum | first3 = Howard C. | title = Neuroimaging as a New Tool in the Toolbox of Psychological Science | url = http://psychology.uchicago.edu/people/faculty/cacioppo/jtcreprints/cbn08.pdf | journal = Current Directions in Psychological Science | volume = 17 | issue = 2 | year = 2008 | doi = 10.1111/j.1467-8721.2008.00550.x | pages = 62–67 | s2cid = 14565940 | url-status=dead | archive-url = https://web.archive.org/web/20141031185051/http://psychology.uchicago.edu/people/faculty/cacioppo/jtcreprints/cbn08.pdf | archive-date = 31 October 2014 | df = dmy-all }}</ref><ref>{{cite journal | last1 = Aue | first1 = Tatjana | last2 = Lavelle | first2 = Leah A. | last3 = Cacioppo | first3 = John T. | title = Great expectations: What can fMRI research tell us about psychological phenomena? | url = http://psychology.uchicago.edu/people/faculty/cacioppo/jtcreprints/alc09.pdf | journal = International Journal of Psychophysiology | volume = 73 | issue = 1 | year = 2009 | doi = 10.1016/j.ijpsycho.2008.12.017 | pages = 10–16 | pmid = 19232374 | url-status=dead | archive-url = https://web.archive.org/web/20160109084331/http://psychology.uchicago.edu/people/faculty/cacioppo/jtcreprints/alc09.pdf | archive-date = 9 January 2016 | df = dmy-all }}</ref> Interventions such as [[transcranial magnetic stimulation]] and drugs also provide information about brain–mind interactions. [[Psychopharmacology]] is the study of drug-induced mental effects.
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