{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,7,9]],"date-time":"2026-07-09T06:15:43Z","timestamp":1783577743534,"version":"3.55.0"},"reference-count":93,"publisher":"Frontiers Media SA","license":[{"start":{"date-parts":[[2026,7,9]],"date-time":"2026-07-09T00:00:00Z","timestamp":1783555200000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/creativecommons.org\/licenses\/by\/4.0\/"}],"funder":[{"DOI":"10.13039\/100006754","name":"Army Research Laboratory","doi-asserted-by":"publisher","id":[{"id":"10.13039\/100006754","id-type":"DOI","asserted-by":"publisher"}]},{"name":"U. S. Army"},{"DOI":"10.13039\/501100002923","name":"CONICET","doi-asserted-by":"publisher","id":[{"id":"10.13039\/501100002923","id-type":"DOI","asserted-by":"publisher"}]}],"content-domain":{"domain":["frontiersin.org"],"crossmark-restriction":true},"short-container-title":["Front. Hum. Neurosci."],"abstract":"<jats:p>In everyday life, individuals often search for one of several items stored in memory. This cognitive process, known as hybrid search, is critical for tasks like navigating using landmarks. While the behavioral aspects of hybrid search have been extensively studied, the underlying neural mechanisms remain less understood. In this study, we combined concurrent magnetoencephalography (MEG) and eye movement recordings to investigate the oscillatory and evoked neural dynamics supporting hybrid search under naturalistic viewing conditions. Twenty-one participants (12 males, 9 females) performed a free-viewing task involving visual search for targets embedded in memory (hybrid search) across structured, context-rich scenes. Time-Frequency analyses revealed specific neural signatures during memory encoding, retention, and visual search. During encoding and retention, posterior alpha-band power decreased with memory load, and frontoparietal beta-band activity scaled with memory load during visual search. By aligning MEG signals to eye movement events and applying source reconstruction, we identified an early visually evoked lambda response, localized to V1, followed by a distributed P3m component, with maximum activation in the right inferior parietal lobe, that discriminated target from distractor fixations. These findings were further confirmed by a deconvolution approach to account for overlapping neural signals linked to eye movements. These results show that distinct oscillatory and evoked signatures track the dynamic brain responses during hybrid search. Alpha-band modulation reflects heightened perceptual and mnemonic demands, whereas beta-band increases index cognitive control engaged during search. The fixation-locked responses highlight how classic electrophysiological signatures, such as target-related components, generalize to free viewing conditions. Together, these findings demonstrate how oscillatory and evoked responses dynamically support hybrid search under naturalistic viewing conditions, revealing how memory, attention, and visual processing interact during active vision.<\/jats:p>","DOI":"10.3389\/fnhum.2026.1812919","type":"journal-article","created":{"date-parts":[[2026,7,9]],"date-time":"2026-07-09T05:34:40Z","timestamp":1783575280000},"update-policy":"https:\/\/doi.org\/10.3389\/crossmark-policy","source":"Crossref","is-referenced-by-count":0,"title":["Mapping neural activity during naturalistic visual and memory search"],"prefix":"10.3389","volume":"20","author":[{"given":"Joaquin E.","family":"Gonzalez","sequence":"first","affiliation":[{"name":"Laboratorio de Inteligencia Artificial Aplicada, Instituto de Ciencias de la Computaci\u00f3n (Universidad de Buenos Aires \u2013 Consejo Nacional de Investigaciones Cient\u00edficas y T\u00e9cnicas), (C1428EGA)","place":["Buenos Aires, Argentina"]},{"name":"Departamento de F\u00edsica (Facultad de Ciencias Exactas y Naturales, Universidad de Buenos Aires)","place":["Buenos Aires, Argentina"]}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Markus","family":"Bauer","sequence":"additional","affiliation":[{"name":"School of Psychology, University of Nottingham","place":["Nottingham, United Kingdom"]}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Anthony J.","family":"Ries","sequence":"additional","affiliation":[{"name":"U.S. Army DEVCOM Army Research Laboratory","place":["Aberdeen, MD, United States"]}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Juan E.","family":"Kamienkowski","sequence":"additional","affiliation":[{"name":"Laboratorio de Inteligencia Artificial Aplicada, Instituto de Ciencias de la Computaci\u00f3n (Universidad de Buenos Aires \u2013 Consejo Nacional de Investigaciones Cient\u00edficas y T\u00e9cnicas), (C1428EGA)","place":["Buenos Aires, Argentina"]},{"name":"Departamento de Computaci\u00f3n (Facultad de Ciencias Exactas y Naturales, Universidad de Buenos Aires), (C1428EGA)","place":["Buenos Aires, Argentina"]},{"name":"Maestr\u00eda de Explotaci\u00f3n de Datos y Descubrimiento del Conocimiento (Universidad de Buenos Aires), (C1428EGA)","place":["Buenos Aires, Argentina"]}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Matias J.","family":"Ison","sequence":"additional","affiliation":[{"name":"School of Psychology, University of Nottingham","place":["Nottingham, United Kingdom"]}],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"1965","published-online":{"date-parts":[[2026,7,9]]},"reference":[{"key":"ref1","doi-asserted-by":"publisher","first-page":"3228","DOI":"10.1073\/pnas.0911531107","article-title":"Cross-frequency coupling supports multi-item working memory in the human hippocampus","volume":"107","author":"Axmacher","year":"2010","journal-title":"Proc. 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Neurosci."},{"key":"ref6","doi-asserted-by":"publisher","first-page":"117815","DOI":"10.1016\/j.neuroimage.2021.117815","article-title":"Measuring functional connectivity with wearable MEG","volume":"230","author":"Boto","year":"2021","journal-title":"NeuroImage"},{"key":"ref7","doi-asserted-by":"publisher","first-page":"340","DOI":"10.1038\/nn.4497","article-title":"Dynamic models of large-scale brain activity","volume":"20","author":"Breakspear","year":"2017","journal-title":"Nat. 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Neurophysiol."},{"key":"ref25","doi-asserted-by":"publisher","first-page":"e13442","DOI":"10.1111\/psyp.13442","article-title":"Alpha-band desynchronization reflects memory-specific processes during visual change detection","volume":"56","author":"Erickson","year":"2019","journal-title":"Psychophysiology"},{"key":"ref26","doi-asserted-by":"publisher","first-page":"119047","DOI":"10.1016\/j.neuroimage.2022.119047","article-title":"FLUX: a pipeline for MEG analysis","volume":"253","author":"Ferrante","year":"2022","journal-title":"NeuroImage"},{"key":"ref27","doi-asserted-by":"publisher","first-page":"474","DOI":"10.1016\/j.tics.2005.08.011","article-title":"A mechanism for cognitive dynamics: neuronal communication through neuronal coherence","volume":"9","author":"Fries","year":"2005","journal-title":"Trends Cogn. 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Neurophysiol."},{"key":"ref36","doi-asserted-by":"publisher","first-page":"648","DOI":"10.1016\/j.neuroimage.2013.05.121","article-title":"How brain oscillations form memories--a processing based perspective on oscillatory subsequent memory effects","volume":"85","author":"Hanslmayr","year":"2014","journal-title":"NeuroImage"},{"key":"ref38","doi-asserted-by":"publisher","first-page":"465","DOI":"10.1016\/s0149-7634(01)00027-6","article-title":"Mechanisms of human attention: event-related potentials and oscillations","volume":"25","author":"Herrmann","year":"2001","journal-title":"Neurosci. Biobehav. Rev."},{"key":"ref39","doi-asserted-by":"publisher","first-page":"265","DOI":"10.1016\/S0167-8760(00)00170-7","article-title":"Magnetoencephalographic responses to illusory figures: early evoked gamma is affected by processing of stimulus features","volume":"38","author":"Herrmann","year":"2000","journal-title":"Int. J. Psychophysiol."},{"key":"ref40","doi-asserted-by":"publisher","first-page":"199","DOI":"10.1016\/j.biopsycho.2018.09.007","article-title":"Target probability modulates fixation-related potentials in visual search","volume":"138","author":"Hiebel","year":"2018","journal-title":"Biol. Psychol."},{"key":"ref41","doi-asserted-by":"publisher","first-page":"2482","DOI":"10.1093\/cercor\/bhr020","article-title":"Saccade-related modulations of neuronal excitability support synchrony of visually elicited spikes","volume":"21","author":"Ito","year":"2011","journal-title":"Cereb. Cortex"},{"key":"ref42","doi-asserted-by":"crossref","first-page":"10688","DOI":"10.1523\/JNEUROSCI.18-24-10688.1998","article-title":"An oscillatory short-term memory buffer model can account for data on the Sternberg task","volume":"18","author":"Jensen","year":"1998","journal-title":"J. Neurosci."},{"key":"ref43","doi-asserted-by":"publisher","first-page":"186","DOI":"10.3389\/fnhum.2010.00186","article-title":"Shaping functional architecture by oscillatory alpha activity: gating by inhibition","volume":"4","author":"Jensen","year":"2010","journal-title":"Front. Hum. Neurosci."},{"key":"ref44","doi-asserted-by":"publisher","first-page":"4","DOI":"10.1167\/12.7.4","article-title":"Fixation-related potentials in visual search: a combined EEG and eye tracking study","volume":"12","author":"Kamienkowski","year":"2012","journal-title":"J. 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Neurosci."},{"key":"ref48","doi-asserted-by":"publisher","first-page":"606","DOI":"10.1016\/j.tics.2012.10.007","article-title":"\u03b1-Band oscillations, attention, and controlled access to stored information","volume":"16","author":"Klimesch","year":"2012","journal-title":"Trends Cogn. Sci."},{"key":"ref49","doi-asserted-by":"publisher","first-page":"557","DOI":"10.1017\/s0048577201990559","article-title":"On the utility of P3 amplitude as a measure of processing capacity","volume":"38","author":"Kok","year":"2001","journal-title":"Psychophysiology"},{"key":"ref50","doi-asserted-by":"publisher","first-page":"385","DOI":"10.1111\/psyp.12062","article-title":"Sequential effects in continued visual search: using fixation-related potentials to compare distractor processing before and after target detection","volume":"51","author":"K\u00f6rner","year":"2014","journal-title":"Psychophysiology"},{"key":"ref51","doi-asserted-by":"publisher","first-page":"592","DOI":"10.3389\/fnhum.2016.00592","article-title":"Neural differences between covert and overt attention studied using EEG with simultaneous remote eye tracking","volume":"10","author":"Kulke","year":"2016","journal-title":"Front. Hum. Neurosci."},{"key":"ref52","doi-asserted-by":"publisher","first-page":"1549","DOI":"10.1016\/j.neuroimage.2006.05.054","article-title":"The VESPA: a method for the rapid estimation of a visual evoked potential","volume":"32","author":"Lalor","year":"2006","journal-title":"NeuroImage"},{"key":"ref53","doi-asserted-by":"crossref","first-page":"740","DOI":"10.1007\/978-3-319-10602-1_48","volume-title":"Computer Vision \u2013 ECCV 2014","author":"Lin","year":"2014"},{"key":"ref54","doi-asserted-by":"publisher","first-page":"563","DOI":"10.1177\/1073858405280524","article-title":"The P300: where in the brain is it produced and what does it tell us?","volume":"11","author":"Linden","year":"2005","journal-title":"Neuroscientist"},{"key":"ref55","doi-asserted-by":"publisher","first-page":"388","DOI":"10.1016\/j.neuroimage.2012.09.014","article-title":"Convolution models for induced electromagnetic responses","volume":"64","author":"Litvak","year":"2013","journal-title":"NeuroImage"},{"key":"ref56","doi-asserted-by":"publisher","first-page":"1523","DOI":"10.1152\/jn.00076.2008","article-title":"Synchronization of neuronal responses in primary visual cortex of monkeys viewing natural images","volume":"100","author":"Maldonado","year":"2008","journal-title":"J. Neurophysiol."},{"key":"ref57","doi-asserted-by":"publisher","first-page":"177","DOI":"10.1016\/j.jneumeth.2007.03.024","article-title":"Nonparametric statistical testing of EEG- and MEG-data","volume":"164","author":"Maris","year":"2007","journal-title":"J. Neurosci. Methods"},{"key":"ref58","doi-asserted-by":"publisher","first-page":"463","DOI":"10.1016\/j.neuron.2018.09.023","article-title":"Working memory 2.0","volume":"100","author":"Miller","year":"2018","journal-title":"Neuron"},{"key":"ref59","doi-asserted-by":"publisher","first-page":"419","DOI":"10.1038\/s41583-018-0010-7","article-title":"Foraging for foundations in decision neuroscience: insights from ethology","volume":"19","author":"Mobbs","year":"2018","journal-title":"Nat. Rev. Neurosci."},{"key":"ref60","doi-asserted-by":"publisher","first-page":"138","DOI":"10.3389\/fnhum.2013.00138","article-title":"High-frequency brain activity and muscle artifacts in MEG\/EEG: a review and recommendations","volume":"7","author":"Muthukumaraswamy","year":"2013","journal-title":"Front. Hum. Neurosci."},{"key":"ref61","doi-asserted-by":"publisher","first-page":"117254","DOI":"10.1016\/j.neuroimage.2020.117254","article-title":"Keep it real: rethinking the primacy of experimental control in cognitive neuroscience","volume":"222","author":"Nastase","year":"2020","journal-title":"NeuroImage"},{"key":"ref62","author":"Nentwich","year":"2022"},{"key":"ref63","doi-asserted-by":"publisher","first-page":"162","DOI":"10.1111\/j.1469-8986.2010.01057.x","article-title":"The anatomical and functional relationship between the P3 and autonomic components of the orienting response","volume":"48","author":"Nieuwenhuis","year":"2011","journal-title":"Psychophysiology"},{"key":"ref64","doi-asserted-by":"publisher","first-page":"188","DOI":"10.3758\/BRM.42.1.188","article-title":"An adaptive algorithm for fixation, saccade, and glissade detection in eyetracking data","volume":"42","author":"Nystr\u00f6m","year":"2010","journal-title":"Behav. Res. 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Sci."},{"key":"ref68","doi-asserted-by":"publisher","first-page":"406","DOI":"10.1038\/nature06849","article-title":"Free choice activates a decision circuit between frontal and parietal cortex","volume":"453","author":"Pesaran","year":"2008","journal-title":"Nature"},{"key":"ref69","doi-asserted-by":"publisher","first-page":"278","DOI":"10.3389\/fnhum.2012.00278","article-title":"Combining EEG and eye tracking: identification, characterization, and correction of eye movement artifacts in electroencephalographic data","volume":"6","author":"Pl\u00f6chl","year":"2012","journal-title":"Front. Hum. Neurosci."},{"key":"ref70","doi-asserted-by":"publisher","first-page":"2128","DOI":"10.1016\/j.clinph.2007.04.019","article-title":"Updating P300: an integrative theory of P3a and P3b","volume":"118","author":"Polich","year":"2007","journal-title":"Clin. Neurophysiol."},{"key":"ref71","doi-asserted-by":"crossref","first-page":"25","DOI":"10.1146\/annurev.ne.13.030190.000325","article-title":"The attention system of the human brain","volume":"13","author":"Posner","year":"1990","journal-title":"Annu. Rev. Neurosci."},{"key":"ref72","doi-asserted-by":"publisher","first-page":"3682","DOI":"10.1002\/hbm.24625","article-title":"Load effects on spatial working memory performance are linked to distributed alpha and beta oscillations","volume":"40","author":"Proskovec","year":"2019","journal-title":"Hum. Brain Mapp."},{"key":"ref73","doi-asserted-by":"publisher","first-page":"3684","DOI":"10.1038\/s41598-019-39812-z","article-title":"\u201cHit the missing stimulus\u201d. A simultaneous EEG-fMRI study to localize the generators of endogenous ERPs in an omitted target paradigm","volume":"9","author":"Ragazzoni","year":"2019","journal-title":"Sci. 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Neurosci."},{"key":"ref78","doi-asserted-by":"publisher","first-page":"16","DOI":"10.1016\/j.tics.2013.10.010","article-title":"Working memory and neural oscillations: \u03b1-\u03b3 versus \u03b8-\u03b3 codes for distinct WM information?","volume":"18","author":"Roux","year":"2014","journal-title":"Trends Cogn. Sci."},{"key":"ref79","doi-asserted-by":"publisher","first-page":"16482","DOI":"10.1038\/s41598-025-00272-3","article-title":"Integrating Bayesian and neural networks models for eye movement prediction in hybrid search","volume":"15","author":"Ruarte","year":"2025","journal-title":"Sci. Rep."},{"key":"ref80","doi-asserted-by":"publisher","first-page":"118331","DOI":"10.1016\/j.neuroimage.2021.118331","article-title":"Exploring MEG brain fingerprints: evaluation, pitfalls, and interpretations","volume":"240","author":"Sareen","year":"2021","journal-title":"NeuroImage"},{"key":"ref81","doi-asserted-by":"publisher","first-page":"e13335","DOI":"10.1111\/psyp.13335","article-title":"Cluster-based permutation tests of MEG\/EEG data do not establish significance of effect latency or location","volume":"56","author":"Sassenhagen","year":"2019","journal-title":"Psychophysiology"},{"key":"ref82","doi-asserted-by":"crossref","first-page":"1","DOI":"10.1037\/0033-295X.84.1.1","article-title":"Controlled and automatic human information processing: I. Detection, search, and attention","volume":"84","author":"Schneider","year":"1977","journal-title":"Psychol. Rev."},{"key":"ref83","doi-asserted-by":"publisher","first-page":"121","DOI":"10.1038\/nrn3137","article-title":"Spectral fingerprints of large-scale neuronal interactions","volume":"13","author":"Siegel","year":"2012","journal-title":"Nat. Rev. Neurosci."},{"key":"ref84","doi-asserted-by":"publisher","first-page":"699","DOI":"10.1016\/j.tics.2019.05.004","article-title":"Naturalistic stimuli in neuroscience: critically acclaimed","volume":"23","author":"Sonkusare","year":"2019","journal-title":"Trends Cogn. Sci."},{"key":"ref85","doi-asserted-by":"publisher","first-page":"7","DOI":"10.1167\/jov.21.10.7","article-title":"During natural viewing, neural processing of visual targets continues throughout saccades","volume":"21","author":"Stankov","year":"2021","journal-title":"J. Vis."},{"key":"ref86","doi-asserted-by":"publisher","first-page":"1101","DOI":"10.1016\/j.cub.2013.04.074","article-title":"Theta oscillations at encoding mediate the context-dependent nature of human episodic memory","volume":"23","author":"Staudigl","year":"2013","journal-title":"Curr. Biol. CB"},{"key":"ref87","doi-asserted-by":"publisher","first-page":"e2003404","DOI":"10.1371\/journal.pbio.2003404","article-title":"Saccades are phase-locked to alpha oscillations in the occipital and medial temporal lobe during successful memory encoding","volume":"15","author":"Staudigl","year":"2017","journal-title":"PLoS Biol."},{"key":"ref88","doi-asserted-by":"publisher","first-page":"1715","DOI":"10.1093\/cercor\/bhv006","article-title":"The effects of cognitive control and time on frontal beta oscillations","volume":"26","author":"Stoll","year":"2016","journal-title":"Cereb. Cortex"},{"key":"ref89","doi-asserted-by":"publisher","first-page":"357","DOI":"10.3389\/fnhum.2017.00357","article-title":"Isolating discriminant neural activity in the presence of eye movements and concurrent task demands","volume":"11","author":"Touryan","year":"2017","journal-title":"Front. Hum. Neurosci."},{"key":"ref90","doi-asserted-by":"publisher","first-page":"97","DOI":"10.1016\/0010-0285(80)90005-5","article-title":"A feature-integration theory of attention","volume":"12","author":"Treisman","year":"1980","journal-title":"Cogn. Psychol."},{"key":"ref91","doi-asserted-by":"publisher","first-page":"2509","DOI":"10.1111\/ejn.13759","article-title":"Mnemonic and attentional roles for states of attenuated alpha oscillations in perceptual working memory: a review","volume":"48","author":"van Ede","year":"2018","journal-title":"Eur. J. Neurosci."},{"key":"ref92","doi-asserted-by":"publisher","first-page":"437","DOI":"10.1523\/JNEUROSCI.2272-16.2016","article-title":"Temporal expectations guide dynamic prioritization in visual working memory through attenuated \u03b1 oscillations","volume":"37","author":"van Ede","year":"2017","journal-title":"J. Neurosci."},{"key":"ref93","doi-asserted-by":"publisher","first-page":"698","DOI":"10.1177\/0956797612443968","article-title":"Saved by a log: how do humans perform hybrid visual and memory search?","volume":"23","author":"Wolfe","year":"2012","journal-title":"Psychol. 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