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Functional Imaging of Visuospatial Attention in Complex and Naturalistic Conditions

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Processes of Visuospatial Attention and Working Memory

Part of the book series: Current Topics in Behavioral Neurosciences ((CTBN,volume 41))

Abstract

One of the ultimate goals of cognitive neuroscience is to understand how the brain works in the real world. Functional imaging with naturalistic stimuli provides us with the opportunity to study the brain in situations similar to the everyday life. This includes the processing of complex stimuli that can trigger many types of signals related both to the physical characteristics of the external input and to the internal knowledge that we have about natural objects and environments. In this chapter, I will first outline different types of stimuli that have been used in naturalistic imaging studies. These include static pictures, short video clips, full-length movies, and virtual reality, each comprising specific advantages and disadvantages. Next, I will turn to the main issue of visual-spatial orienting in naturalistic conditions and its neural substrates. I will discuss different classes of internal signals, related to objects, scene structure, and long-term memory. All of these, together with external signals about stimulus salience, have been found to modulate the activity and the connectivity of the frontoparietal attention networks. I will conclude by pointing out some promising future directions for functional imaging with naturalistic stimuli. Despite this field of research is still in its early days, I consider that it will play a major role in bridging the gap between standard laboratory paradigms and mechanisms of brain functioning in the real world.

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References

  • Allen EA, Damaraju E, Plis SM, Erhardt EB, Eichele T, Calhoun VD (2014) Tracking whole-brain connectivity dynamics in the resting state. Cereb Cortex 24(3):663–676

    Article  PubMed  Google Scholar 

  • Arrington CM, Carr TH, Mayer AR, Rao SM (2000) Neural mechanisms of visual attention: object-based selection of a region in space. J Cogn Neurosci 12(Suppl 2):106–117

    Article  PubMed  Google Scholar 

  • Baldassano C, Esteva A, Fei-Fei L, Beck DM (2016) Two distinct scene-processing networks connecting vision and memory. eNeuro 3(5):1–14

    Article  Google Scholar 

  • Bar M (2004) Visual objects in context. Nat Rev Neurosci 5(8):617–629

    Article  CAS  PubMed  Google Scholar 

  • Bartels A, Zeki S (2005) Brain dynamics during natural viewing conditions--a new guide for mapping connectivity in vivo. NeuroImage 24(2):339–349

    Article  PubMed  Google Scholar 

  • Bartels A, Zeki S, Logothetis NK (2008) Natural vision reveals regional specialization to local motion and to contrast-invariant, global flow in the human brain. Cereb Cortex 18(3):705–717

    Article  CAS  PubMed  Google Scholar 

  • Battistoni E, Stein T, Peelen MV (2017) Preparatory attention in visual cortex. Ann N Y Acad Sci 1396(1):92–107

    Article  PubMed  Google Scholar 

  • Bogler C, Bode S, Haynes JD (2011) Decoding successive computational stages of saliency processing. Curr Biol 21(19):1667–1671

    Article  CAS  PubMed  Google Scholar 

  • Bordier C, Macaluso E (2015) Time-resolved detection of stimulus/task-related networks, via clustering of transient intersubject synchronization. Hum Brain Mapp 36(9):3404–3425

    Article  PubMed  PubMed Central  Google Scholar 

  • Bordier C, Puja F, Macaluso E (2013) Sensory processing during viewing of cinematographic material: computational modeling and functional neuroimaging. NeuroImage 67:213–226

    Article  PubMed  Google Scholar 

  • Borji A, Sihite DN, Itti L (2013) Quantitative analysis of human-model agreement in visual saliency modeling: a comparative study. IEEE Trans Image Process 22(1):55–69

    Article  PubMed  Google Scholar 

  • Burgess N, Maguire EA, Spiers HJ, O’Keefe J (2001) A temporoparietal and prefrontal network for retrieving the spatial context of lifelike events. NeuroImage 14(2):439–453

    Article  CAS  PubMed  Google Scholar 

  • Buschman TJ, Kastner S (2015) From behavior to neural dynamics: an integrated theory of attention. Neuron 88(1):127–144

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  • Calhoun VD, Pearlson GD (2012) A selective review of simulated driving studies: combining naturalistic and hybrid paradigms, analysis approaches, and future directions. NeuroImage 59(1):25–35

    Article  CAS  PubMed  Google Scholar 

  • Carmi R, Itti L (2006) Visual causes versus correlates of attentional selection in dynamic scenes. Vis Res 46(26):4333–4345

    Article  PubMed  Google Scholar 

  • Chun MM (2000) Contextual cueing of visual attention. Trends Cogn Sci 4(5):170–178

    Article  CAS  PubMed  Google Scholar 

  • Chun MM, Turk-Browne NB (2007) Interactions between attention and memory. Curr Opin Neurobiol 17(2):177–184

    Article  CAS  PubMed  Google Scholar 

  • Ciaramelli E, Grady CL, Moscovitch M (2008) Top-down and bottom-up attention to memory: a hypothesis (AtoM) on the role of the posterior parietal cortex in memory retrieval. Neuropsychologia 46(7):1828–1851

    Article  PubMed  Google Scholar 

  • Cichy RM, Teng S (2017) Resolving the neural dynamics of visual and auditory scene processing in the human brain: a methodological approach. Philos Trans R Soc Lond Ser B Biol Sci 372(1714):20160108

    Article  Google Scholar 

  • Cong F, Puolivali T, Alluri V, Sipola T, Burunat I, Toiviainen P et al (2014) Key issues in decomposing fMRI during naturalistic and continuous music experience with independent component analysis. J Neurosci Methods 223:74–84

    Article  PubMed  Google Scholar 

  • Corbetta M, Shulman GL (2002) Control of goal-directed and stimulus-driven attention in the brain. Nat Rev Neurosci 3(3):215–229

    Article  CAS  Google Scholar 

  • Corbetta M, Miezin FM, Shulman GL, Petersen SE (1993) A PET study of visuospatial attention. J Neurosci 13(3):1202–1226

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  • Corbetta M, Patel G, Shulman GL (2008) The reorienting system of the human brain: from environment to theory of mind. Neuron 58(3):306–324

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  • Cukur T, Nishimoto S, Huth AG, Gallant JL (2013) Attention during natural vision warps semantic representation across the human brain. Nat Neurosci 16(6):763–770

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  • Daffron JL, Davis G (2016) Target templates specify visual, not semantic, features to guide search: a marked asymmetry between seeking and ignoring. Atten Percept Psychophys 78(7):2049–2065

    Article  PubMed  PubMed Central  Google Scholar 

  • DeCesarei A, Loftus GR, Mastria S, Codispoti M (2017) Understanding natural scenes: contributions of image statistics. Neurosci Biobehav Rev 74(Pt A):44–57

    Article  Google Scholar 

  • DiCarlo JJ, Zoccolan D, Rust NC (2012) How does the brain solve visual object recognition? Neuron 73(3):415–434

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  • Doricchi F, Macci E, Silvetti M, Macaluso E (2010) Neural correlates of the spatial and expectancy components of endogenous and stimulus-driven orienting of attention in the Posner task. Cereb Cortex 20(7):1574–1585

    Article  PubMed  Google Scholar 

  • Draschkow D, Wolfe JM, Vo ML (2014) Seek and you shall remember: scene semantics interact with visual search to build better memories. J Vis 14(8):10

    Article  PubMed  PubMed Central  Google Scholar 

  • Einhauser W, Spain M, Perona P (2008) Objects predict fixations better than early saliency. J Vis 8(14):18–26

    Article  PubMed  Google Scholar 

  • Elazary L, Itti L (2008) Interesting objects are visually salient. J Vis 8(3):3–15

    Article  PubMed  Google Scholar 

  • Fagioli S, Macaluso E (2016) Neural correlates of divided attention in natural scenes. J Cogn Neurosci 28(9):1392–1405

    Article  PubMed  Google Scholar 

  • Geng JJ, Mangun GR (2011) Right temporoparietal junction activation by a salient contextual cue facilitates target discrimination. NeuroImage 54(1):594–601

    Article  PubMed  Google Scholar 

  • Goldfarb EV, Chun MM, Phelps EA (2016) Memory-guided attention: independent contributions of the hippocampus and striatum. Neuron 89(2):317–324

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  • Gottlieb J (2012) Attention, learning, and the value of information. Neuron 76(2):281–295

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  • Groen II, Silson EH, Baker CI (2017) Contributions of low- and high-level properties to neural processing of visual scenes in the human brain. Philos Trans R Soc Lond Ser B Biol Sci 372(1714):20160102

    Article  Google Scholar 

  • Guclu U, van Gerven MAJ (2017) Increasingly complex representations of natural movies across the dorsal stream are shared between subjects. NeuroImage 145.(Pt B:329–336

    Article  PubMed  Google Scholar 

  • Guo F, Preston TJ, Das K, Giesbrecht B, Eckstein MP (2012) Feature-independent neural coding of target detection during search of natural scenes. J Neurosci 32(28):9499–9510

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  • Hannula DE, Greene AJ (2012) The hippocampus reevaluated in unconscious learning and memory: at a tipping point? Front Hum Neurosci 6:80

    Article  PubMed  PubMed Central  Google Scholar 

  • Hasson U, Honey CJ (2012) Future trends in neuroimaging: neural processes as expressed within real-life contexts. NeuroImage 62(2):1272–1278

    Article  PubMed  Google Scholar 

  • Hasson U, Nir Y, Levy I, Fuhrmann G, Malach R (2004) Intersubject synchronization of cortical activity during natural vision. Science 303(5664):1634–1640

    Article  CAS  PubMed  Google Scholar 

  • Hasson U, Yang E, Vallines I, Heeger DJ, Rubin N (2008) A hierarchy of temporal receptive windows in human cortex. J Neurosci 28(10):2539–2550

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  • Hasson U, Malach R, Heeger DJ (2010) Reliability of cortical activity during natural stimulation. Trends Cogn Sci 14(1):40–48

    Article  PubMed  Google Scholar 

  • Hayhoe M, Ballard D (2005) Eye movements in natural behavior. Trends Cogn Sci 9(4):188–194

    Article  PubMed  Google Scholar 

  • Henderson JM (2017) Gaze control as prediction. Trends Cogn Sci 21(1):15–23

    Article  PubMed  Google Scholar 

  • Henderson JM, Hayes TR (2017) Meaning-based guidance of attention in scenes as revealed by meaning maps. Nat Hum Behav 1:743–747

    Article  PubMed  PubMed Central  Google Scholar 

  • Henderson JM, Hollingworth A (1999) High-level scene perception. Annu Rev Psychol 50:243–271

    Article  CAS  PubMed  Google Scholar 

  • Hollingworth A, Henderson JM (1998) Does consistent scene context facilitate object perception? J Exp Psychol Gen 127(4):398–415

    Article  CAS  PubMed  Google Scholar 

  • Howard LR, Kumaran D, Olafsdottir HF, Spiers HJ (2011) Double dissociation between hippocampal and parahippocampal responses to object-background context and scene novelty. J Neurosci 31(14):5253–5261

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  • Howard LR, Kumaran D, Olafsdottir HF, Spiers HJ (2013) Dissociation between dorsal and ventral posterior parietal cortical responses to incidental changes in natural scenes. PLoS One 8(7):e67988

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  • Hutchinson JB, Turk-Browne NB (2012) Memory-guided attention: control from multiple memory systems. Trends Cogn Sci 16(12):576–579

    Article  PubMed  PubMed Central  Google Scholar 

  • Hutchison RM, Womelsdorf T, Allen EA, Bandettini PA, Calhoun VD, Corbetta M et al (2013) Dynamic functional connectivity: promise, issues, and interpretations. NeuroImage 80:360–378

    Article  PubMed  Google Scholar 

  • Huth AG, Nishimoto S, Vu AT, Gallant JL (2012) A continuous semantic space describes the representation of thousands of object and action categories across the human brain. Neuron 76(6):1210–1224

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  • Hwang AD, Wang HC, Pomplun M (2011) Semantic guidance of eye movements in real-world scenes. Vis Res 51(10):1192–1205

    Article  PubMed  Google Scholar 

  • Iaria G, Fox CJ, Chen JK, Petrides M, Barton JJ (2008) Detection of unexpected events during spatial navigation in humans: bottom-up attentional system and neural mechanisms. Eur J Neurosci 27(4):1017–1025

    Article  PubMed  Google Scholar 

  • Indovina I, Macaluso E (2007) Dissociation of stimulus relevance and saliency factors during shifts of visuospatial attention. Cereb Cortex 17(7):1701–1711

    Article  PubMed  Google Scholar 

  • Itti L, Koch C (2001) Computational modelling of visual attention. Nat Rev Neurosci 2(3):194–203

    Article  CAS  PubMed  Google Scholar 

  • Jang H, Plis SM, Calhoun VD, Lee JH (2017) Task-specific feature extraction and classification of fMRI volumes using a deep neural network initialized with a deep belief network: evaluation using sensorimotor tasks. NeuroImage 145.(Pt B:314–328

    Article  PubMed  Google Scholar 

  • Jansen L, Onat S, Konig P (2009) Influence of disparity on fixation and saccades in free viewing of natural scenes. J Vis 9(1):29–19

    Article  PubMed  Google Scholar 

  • Kaiser D, Stein T, Peelen MV (2014) Object grouping based on real-world regularities facilitates perception by reducing competitive interactions in visual cortex. Proc Natl Acad Sci U S A 111(30):11217–11222

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  • Kaiser D, Oosterhof NN, Peelen MV (2016) The neural dynamics of attentional selection in natural scenes. J Neurosci 36(41):10522–10528

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  • Kastner S, Ungerleider LG (2000) Mechanisms of visual attention in the human cortex. Annu Rev Neurosci 23:315–341

    Article  CAS  PubMed  Google Scholar 

  • Kauttonen J, Hlushchuk Y, Jaaskelainen IP, Tikka P (2018) Brain mechanisms underlying cue-based memorizing during free viewing of movie Memento. NeuroImage 172:313–325

    Article  PubMed  Google Scholar 

  • Kayser C, Petkov CI, Lippert M, Logothetis NK (2005) Mechanisms for allocating auditory attention: an auditory saliency map. Curr Biol 15(21):1943–1947

    Article  CAS  PubMed  Google Scholar 

  • Khaligh-Razavi SM, Henriksson L, Kay K, Kriegeskorte N (2017) Fixed versus mixed RSA: explaining visual representations by fixed and mixed feature sets from shallow and deep computational models. J Math Psychol 76.(Pt B:184–197

    Article  PubMed  PubMed Central  Google Scholar 

  • Kim D, Kay K, Shulman GL, Corbetta M (2018) A new modular brain organization of the BOLD signal during natural vision. Cereb Cortex 28:3065–3081

    Article  PubMed  Google Scholar 

  • Kwok SC, Macaluso E (2015) Exogenous features versus prior experiences modulate different subregions of the right IPL during episodic memory retrieval. Sci Rep 5:11248

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  • Lahnakoski JM, Salmi J, Jaaskelainen IP, Lampinen J, Glerean E, Tikka P et al (2012) Stimulus-related independent component and voxel-wise analysis of human brain activity during free viewing of a feature film. PLoS One 7(4):e35215

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  • Le-Hoa VM, Wolfe JM (2015) The role of memory for visual search in scenes. Ann N Y Acad Sci 1339:72–81

    Article  Google Scholar 

  • Li FF, VanRullen R, Koch C, Perona P (2002) Rapid natural scene categorization in the near absence of attention. Proc Natl Acad Sci U S A 99(14):9596–9601

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  • Macaluso E, Doricchi F (2013) Attention and predictions: control of spatial attention beyond the endogenous-exogenous dichotomy. Front Hum Neurosci 7:685

    Article  PubMed  PubMed Central  Google Scholar 

  • Macaluso E, Ogawa A (2018) Visuo-spatial orienting during active exploratory behavior: processing of task-related and stimulus-related signals. Cortex 102:26–44

    Article  PubMed  Google Scholar 

  • Mack SC, Eckstein MP (2011) Object co-occurrence serves as a contextual cue to guide and facilitate visual search in a natural viewing environment. J Vis 11(9):1–16

    Article  PubMed  Google Scholar 

  • Maguire EA (2012) Studying the freely-behaving brain with fMRI. NeuroImage 62(2):1170–1176

    Article  PubMed  Google Scholar 

  • Malcolm GL, Groen IIA, Baker CI (2016a) Making sense of real-world scenes. Trends Cogn Sci 20(11):843–856

    Article  PubMed  PubMed Central  Google Scholar 

  • Malcolm GL, Rattinger M, Shomstein S (2016b) Intrusive effects of semantic information on visual selective attention. Atten Percept Psychophys 78(7):2066–2078

    Article  PubMed  PubMed Central  Google Scholar 

  • Manelis A, Reder LM (2012) Procedural learning and associative memory mechanisms contribute to contextual cueing: evidence from fMRI and eye-tracking. Learn Mem 19(11):527–534

    Article  PubMed  PubMed Central  Google Scholar 

  • Martin CR, Khosla A, Pantazis D, Oliva A (2017) Dynamics of scene representations in the human brain revealed by magnetoencephalography and deep neural networks. NeuroImage 153:346–358

    Article  Google Scholar 

  • Nardo D, Santangelo V, Macaluso E (2011) Stimulus-driven orienting of visuo-spatial attention in complex dynamic environments. Neuron 69(5):1015–1028

    Article  CAS  PubMed  Google Scholar 

  • Nardo D, Santangelo V, Macaluso E (2014) Spatial orienting in complex audiovisual environments. Hum Brain Mapp 35(4):1597–1614

    Article  PubMed  Google Scholar 

  • Nardo D, Console P, Reverberi C, Macaluso E (2016) Competition between visual events modulates the influence of salience during free-viewing of naturalistic videos. Front Hum Neurosci 10:320

    Article  PubMed  PubMed Central  Google Scholar 

  • Nastase SA, Connolly AC, Oosterhof NN, Halchenko YO, Guntupalli JS, Visconti di Oleggio CM et al (2017) Attention selectively reshapes the geometry of distributed semantic representation. Cereb Cortex 27(8):4277–4291

    Article  PubMed  PubMed Central  Google Scholar 

  • Nobre AC, Coull JT, Frith CD, Mesulam MM (1999) Orbitofrontal cortex is activated during breaches of expectation in tasks of visual attention. Nat Neurosci 2(1):11–12

    Article  CAS  PubMed  Google Scholar 

  • O’Craven KM, Downing PE, Kanwisher N (1999) fMRI evidence for objects as the units of attentional selection. Nature 401(6753):584–587

    Article  PubMed  Google Scholar 

  • Ogawa A, Bordier C, Macaluso E (2013) Audio-visual perception of 3D cinematography: an fMRI study using condition-based and computation-based analyses. PLoS One 8(10):e76003

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  • Peelen MV, Kastner S (2014) Attention in the real world: toward understanding its neural basis. Trends Cogn Sci 18(5):242–250

    Article  PubMed  PubMed Central  Google Scholar 

  • Posner MI (1980) Orienting of attention. Q J Exp Psychol 32(1):3–25

    Article  CAS  PubMed  Google Scholar 

  • Poulsen AT, Kamronn S, Dmochowski J, Parra LC, Hansen LK (2017) EEG in the classroom: synchronised neural recordings during video presentation. Sci Rep 7:43916

    Article  PubMed  PubMed Central  Google Scholar 

  • Preston TJ, Guo F, Das K, Giesbrecht B, Eckstein MP (2013) Neural representations of contextual guidance in visual search of real-world scenes. J Neurosci 33(18):7846–7855

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  • Ptak R (2012) The frontoparietal attention network of the human brain: action, saliency, and a priority map of the environment. Neuroscientist 18(5):502–515

    Article  PubMed  Google Scholar 

  • Reeder RR, Peelen MV (2013) The contents of the search template for category-level search in natural scenes. J Vis 13(3):13

    Article  PubMed  Google Scholar 

  • Rosen ML, Stern CE, Michalka SW, Devaney KJ, Somers DC (2016) Cognitive control network contributions to memory-guided visual attention. Cereb Cortex 26(5):2059–2073

    Article  PubMed  Google Scholar 

  • Sabatinelli D, Frank DW, Wanger TJ, Dhamala M, Adhikari BM, Li X (2014) The timing and directional connectivity of human frontoparietal and ventral visual attention networks in emotional scene perception. Neuroscience 277:229–238

    Article  CAS  PubMed  Google Scholar 

  • Santangelo V, Macaluso E (2013) Visual salience improves spatial working memory via enhanced parieto-temporal functional connectivity. J Neurosci 33(9):4110–4117

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  • Santangelo V, Di Francesco SA, Mastroberardino S, Macaluso E (2015) Parietal cortex integrates contextual and saliency signals during the encoding of natural scenes in working memory. Hum Brain Mapp 36(12):5003–5017

    Article  PubMed  PubMed Central  Google Scholar 

  • Scalf PE, Ahn J, Beck DM, Lleras A (2014) Trial history effects in the ventral attentional network. J Cogn Neurosci 26(12):2789–2797

    Article  PubMed  Google Scholar 

  • Seidl KN, Peelen MV, Kastner S (2012) Neural evidence for distracter suppression during visual search in real-world scenes. J Neurosci 32(34):11812–11819

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  • Seidl-Rathkopf KN, Turk-Browne NB, Kastner S (2015) Automatic guidance of attention during real-world visual search. Atten Percept Psychophys 77(6):1881–1895

    Article  PubMed  PubMed Central  Google Scholar 

  • Sestieri C, Shulman GL, Corbetta M (2010) Attention to memory and the environment: functional specialization and dynamic competition in human posterior parietal cortex. J Neurosci 30(25):8445–8456

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  • Shomstein S (2012) Cognitive functions of the posterior parietal cortex: top-down and bottom-up attentional control. Front Integr Neurosci 6:38

    Article  PubMed  PubMed Central  Google Scholar 

  • Sprague TC, Itthipuripat S, Vo VA, Serences JT (2018) Dissociable signatures of visual salience and behavioral relevance across attentional priority maps in human cortex. J Neurophysiol 119(6):2153–2165

    Article  PubMed  PubMed Central  Google Scholar 

  • Stirk JA, Underwood G (2007) Low-level visual saliency does not predict change detection in natural scenes. J Vis 7(10):3–10

    Article  PubMed  Google Scholar 

  • Stoll J, Thrun M, Nuthmann A, Einhauser W (2015) Overt attention in natural scenes: objects dominate features. Vis Res 107:36–48

    Article  PubMed  Google Scholar 

  • Summerfield JJ, Lepsien J, Gitelman DR, Mesulam MM, Nobre AC (2006) Orienting attention based on long-term memory experience. Neuron 49(6):905–916

    Article  CAS  PubMed  Google Scholar 

  • Swisher JD, Halko MA, Merabet LB, McMains SA, Somers DC (2007) Visual topography of human intraparietal sulcus. J Neurosci 27(20):5326–5337

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  • Thorpe S, Fize D, Marlot C (1996) Speed of processing in the human visual system. Nature 381(6582):520–522

    Article  CAS  PubMed  Google Scholar 

  • Todd RM, Manaligod MGM (2018) Implicit guidance of attention: the priority state space framework. Cortex 102:121–138

    Article  PubMed  Google Scholar 

  • Torralba A (2003) Modeling global scene factors in attention. J Opt Soc Am A Opt Image Sci Vis 20(7):1407–1418

    Article  PubMed  Google Scholar 

  • van Kesteren MT, Ruiter DJ, Fernandez G, Henson RN (2012) How schema and novelty augment memory formation. Trends Neurosci 35(4):211–219

    Article  PubMed  CAS  Google Scholar 

  • Veale R, Hafed ZM, Yoshida M (2017) How is visual salience computed in the brain? Insights from behaviour, neurobiology and modelling. Philos Trans R Soc Lond Ser B Biol Sci 372(1714):20160113

    Article  Google Scholar 

  • Vossel S, Mathys C, Stephan KE, Friston KJ (2015) Cortical coupling reflects Bayesian belief updating in the deployment of spatial attention. J Neurosci 35(33):11532–11542

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  • Wagner AD, Shannon BJ, Kahn I, Buckner RL (2005) Parietal lobe contributions to episodic memory retrieval. Trends Cogn Sci 9(9):445–453

    Article  PubMed  Google Scholar 

  • Wen H, Shi J, Zhang Y, Lu KH, Cao J, Liu Z (2017) Neural encoding and decoding with deep learning for dynamic natural vision. Cereb Cortex:1–25

    Google Scholar 

  • Wolfe JM, Horowitz TS (2004) What attributes guide the deployment of visual attention and how do they do it? Nat Rev Neurosci 5(6):495–501

    Article  CAS  PubMed  Google Scholar 

  • Wolfe JM, Vo ML, Evans KK, Greene MR (2011) Visual search in scenes involves selective and nonselective pathways. Trends Cogn Sci 15(2):77–84

    Article  PubMed  PubMed Central  Google Scholar 

  • Wu CC, Wang HC, Pomplun M (2014a) The roles of scene gist and spatial dependency among objects in the semantic guidance of attention in real-world scenes. Vis Res 105:10–20

    Article  PubMed  Google Scholar 

  • Wu CC, Wick FA, Pomplun M (2014b) Guidance of visual attention by semantic information in real-world scenes. Front Psychol 5:54

    PubMed  PubMed Central  Google Scholar 

  • Zacks JM, Speer NK, Swallow KM, Maley CJ (2010) The Brain’s cutting-room floor: segmentation of narrative cinema. Front Hum Neurosci 4:168

    Article  PubMed  PubMed Central  Google Scholar 

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Macaluso, E. (2018). Functional Imaging of Visuospatial Attention in Complex and Naturalistic Conditions. In: Hodgson, T. (eds) Processes of Visuospatial Attention and Working Memory. Current Topics in Behavioral Neurosciences, vol 41. Springer, Cham. https://doi.org/10.1007/7854_2018_73

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