The perceptual root of object-based storage: an interactive model of perception and visual working memory.

Mainstream theories of visual perception assume that visual working memory (VWM) is critical for integrating online perceptual information and constructing coherent visual experiences in changing environments. Given the dynamic interaction between online perception and VWM, we propose that how visual information is processed during visual perception can directly determine how the information is going to be selected, consolidated, and maintained in VWM. We demonstrate the validity of this hypothesis by investigating what kinds of perceptual information can be stored as integrated objects in VWM. Three criteria for object-based storage are introduced: (a) automatic selection of task-irrelevant features, (b) synchronous consolidation of multiple features, and (c) stable maintenance of feature conjunctions. The results show that the outputs of parallel perception meet all three criteria, as opposed to the outputs of serial attentive processing, which fail all three criteria. These results indicate that (a) perception and VWM are not two sequential processes, but are dynamically intertwined; (b) there are dissociated mechanisms in VWM for storing information identified at different stages of perception; and (c) the integrated object representations in VWM originate from the "preattentive" or "proto" objects created by parallel perception. These results suggest how visual perception, attention, and VWM can be explained by a unified framework.

[1]  Daeyeol Lee,et al.  What are the units of visual short-term memory, objects or spatial locations? , 2001, Perception & psychophysics.

[2]  Mowei Shen,et al.  Storing fine detailed information in visual working memory--evidence from event-related potentials. , 2009, Journal of vision.

[3]  Ashleigh M. Richard,et al.  Understanding the function of visual short-term memory: transsaccadic memory, object correspondence, and gaze correction. , 2008, Journal of experimental psychology. General.

[4]  Steven J Luck,et al.  Working memory for visual features and conjunctions in schizophrenia. , 2003, Journal of abnormal psychology.

[5]  G. Woodman,et al.  The time course of consolidation in visual working memory. , 2006, Journal of experimental psychology. Human perception and performance.

[6]  M. D’Esposito Working memory. , 2008, Handbook of clinical neurology.

[7]  Ken Nakayama,et al.  Serial and parallel processing of visual feature conjunctions , 1986, Nature.

[8]  P. Quinlan Visual feature integration theory: past, present, and future. , 2003, Psychological bulletin.

[9]  S. Pinker How the Mind Works , 1999, Philosophy after Darwin.

[10]  Tao Gao,et al.  The reconfiguration of task set has no effect on the efficiency of feature search , 2007, Perception & psychophysics.

[11]  N. Lavie Perceptual load as a necessary condition for selective attention. , 1995, Journal of experimental psychology. Human perception and performance.

[12]  A. Treisman,et al.  Binding in short-term visual memory. , 2002, Journal of experimental psychology. General.

[13]  W. A. Phillips On the distinction between sensory storage and short-term visual memory , 1974 .

[14]  Ronald A. Rensink The Dynamic Representation of Scenes , 2000 .

[15]  I Rock,et al.  Anorthoscopic perception. , 1981, Scientific American.

[16]  M. Potter,et al.  A two-stage model for multiple target detection in rapid serial visual presentation. , 1995, Journal of experimental psychology. Human perception and performance.

[17]  Yuhong V. Jiang,et al.  Is visual short-term memory object based? Rejection of the “strong-object” hypothesis , 2002, Perception & psychophysics.

[18]  Kevin J. Riggs,et al.  Changes in the capacity of visual working memory in 5- to 10-year-olds. , 2006, Journal of experimental child psychology.

[19]  Ronald A. Rensink,et al.  Preattentive recovery of three-dimensional orientation from line drawings. , 1991, Psychological review.

[20]  G. Humphreys,et al.  Automatic selection of irrelevant object features through working memory: evidence for top-down attentional capture. , 2009, Experimental Psychology.

[21]  Chih-Jen Wei,et al.  Characterizing the Limits of Human Visual Awareness , 2007 .

[22]  Harold Pashler,et al.  Characterizing the Limits of Human Visual Awareness , 2007, Science.

[23]  Harold Pashler,et al.  A Boolean map theory of visual attention. , 2007, Psychological review.

[24]  S. Luck,et al.  Discrete fixed-resolution representations in visual working memory , 2008, Nature.

[25]  T. Parks POST-RETINAL VISUAL STORAGE. , 1965, The American journal of psychology.

[26]  E. Vogel,et al.  PSYCHOLOGICAL SCIENCE Research Article Visual Working Memory Represents a Fixed Number of Items Regardless of Complexity , 2022 .

[27]  M. Chun,et al.  Dissociable neural mechanisms supporting visual short-term memory for objects , 2006, Nature.

[28]  J. Wolfe,et al.  Changing your mind: on the contributions of top-down and bottom-up guidance in visual search for feature singletons. , 2003, Journal of experimental psychology. Human perception and performance.

[29]  Steven J Luck,et al.  Rapid Development of Feature Binding in Visual Short-Term Memory , 2006, Psychological science.

[30]  D. Navon Forest before trees: The precedence of global features in visual perception , 1977, Cognitive Psychology.

[31]  Paul M Bays,et al.  Dynamic Shifts of Limited Working Memory Resources in Human Vision , 2008, Science.

[32]  Maro G. Machizawa,et al.  Capacity limit of visual short-term memory in human posterior parietal cortex , 2004 .

[33]  Maro G. Machizawa,et al.  Neural activity predicts individual differences in visual working memory capacity , 2004, Nature.

[34]  P. Cavanagh,et al.  The Capacity of Visual Short-Term Memory is Set Both by Visual Information Load and by Number of Objects , 2004, Psychological science.

[35]  Brian J. Scholl,et al.  Are objects required for object-files? Roles of segmentation and spatiotemporal continuity in computing object persistence , 2010 .

[36]  J. Wolfe Moving towards solutions to some enduring controversies in visual search , 2003, Trends in Cognitive Sciences.

[37]  Edward F. Ester,et al.  Discrete resource allocation in visual working memory. , 2009, Journal of experimental psychology. Human perception and performance.

[38]  Yaoda Xu Limitations in object-based feature encoding in visual short-term memory , 2010 .

[39]  S. Hochstein,et al.  View from the Top Hierarchies and Reverse Hierarchies in the Visual System , 2002, Neuron.

[40]  G. Woodman,et al.  The comparison of visual working memory representations with perceptual inputs. , 2009, Journal of experimental psychology. Human perception and performance.

[41]  S. Ullman Visual routines , 1984, Cognition.

[42]  R. Rafal,et al.  Shifting visual attention between objects and locations: evidence from normal and parietal lesion subjects. , 1994, Journal of experimental psychology. General.

[43]  J. Wolfe,et al.  Preattentive Object Files: Shapeless Bundles of Basic Features , 1997, Vision Research.

[44]  S. Luck,et al.  Sudden Death and Gradual Decay in Visual Working Memory , 2009, Psychological science.

[45]  H. J. Muller,et al.  Visual search for singleton feature targets across dimensions: Stimulus- and expectancy-driven effects in dimensional weighting. , 2003, Journal of experimental psychology. Human perception and performance.

[46]  Yuping Wang,et al.  The sequential processing of visual feature conjunction mismatches in the human brain. , 2004, Psychophysiology.

[47]  Mowei Shen,et al.  Dissociated Mechanisms of Extracting Perceptual Information into Visual Working Memory , 2010, PloS one.

[48]  Juha Silvanto,et al.  Transcranial magnetic stimulation reveals the content of visual short-term memory in the visual cortex , 2010, NeuroImage.

[49]  M. Chun,et al.  Organization of visual short-term memory. , 2000, Journal of experimental psychology. Learning, memory, and cognition.

[50]  Won Mok Shim,et al.  Visual working memory for line orientations and face identities , 2008, Perception & psychophysics.

[51]  Yaoda Xu,et al.  Visual grouping in human parietal cortex , 2007, Proceedings of the National Academy of Sciences.

[52]  D. E. Irwin,et al.  Integration and accumulation of information across saccadic eye movements. , 1996 .

[53]  B. Scholl,et al.  Divide and Conquer , 2004, Psychology Science.

[54]  P. Roelfsema Elemental operations in vision , 2005, Trends in Cognitive Sciences.

[55]  Maro G. Machizawa,et al.  Neural measures reveal individual differences in controlling access to working memory , 2005, Nature.

[56]  Liqiang Huang,et al.  What is the unit of visual attention? Object for selection, but Boolean map for access. , 2010, Journal of experimental psychology. General.

[57]  J. Wolfe,et al.  Guided Search 2.0 A revised model of visual search , 1994, Psychonomic bulletin & review.

[58]  D. Kahneman,et al.  The reviewing of object files: Object-specific integration of information , 1992, Cognitive Psychology.

[59]  Jeffrey S. Johnson,et al.  The role of attention in the maintenance of feature bindings in visual short-term memory. , 2008, Journal of experimental psychology. Human perception and performance.

[60]  Geoffrey F Woodman,et al.  Serial deployment of attention during visual search. , 2003, Journal of experimental psychology. Human perception and performance.

[61]  J. Duncan,et al.  Visual search and stimulus similarity. , 1989, Psychological review.

[62]  J. Jonides,et al.  Overlapping mechanisms of attention and spatial working memory , 2001, Trends in Cognitive Sciences.

[63]  E. Kensinger,et al.  When side matters: hemispheric processing and the visual specificity of emotional memories. , 2009, Journal of experimental psychology. Learning, memory, and cognition.

[64]  A. Treisman,et al.  A feature-integration theory of attention , 1980, Cognitive Psychology.

[65]  S. Yantis,et al.  Abrupt visual onsets and selective attention: evidence from visual search. , 1984, Journal of experimental psychology. Human perception and performance.

[66]  George A. Alvarez,et al.  The capacity of visual short-term memory is set by total information load, not number of objects , 2010 .

[67]  Joo-Seok Hyun,et al.  Visual working memory as the substrate for mental rotation. , 2010, Psychonomic bulletin & review.

[68]  F. Tong,et al.  Decoding reveals the contents of visual working memory in early visual areas , 2009, Nature.

[69]  Ken Nakayama,et al.  Attentional requirements in a ‘preattentive’ feature search task , 1997, Nature.

[70]  U. Neisser Cognitive Psychology: Classic Edition , 1967 .

[71]  G. Woodman,et al.  Storage of features, conjunctions and objects in visual working memory. , 2001, Journal of experimental psychology. Human perception and performance.

[72]  G. Humphreys,et al.  Automatic guidance of attention from working memory , 2008, Trends in Cognitive Sciences.

[73]  J. Duncan Selective attention and the organization of visual information. , 1984, Journal of experimental psychology. General.

[74]  Edward K. Vogel,et al.  The capacity of visual working memory for features and conjunctions , 1997, Nature.

[75]  S. E. Watson,et al.  Object-based visual selective attention and perceptual organization , 1999, Perception & psychophysics.

[76]  Edward F. Ester,et al.  PSYCHOLOGICAL SCIENCE Research Article Stimulus-Specific Delay Activity in Human Primary Visual Cortex , 2022 .

[77]  S. Luck,et al.  The development of visual short-term memory capacity in infants. , 2003, Child development.

[78]  Susan Carey,et al.  Infants' knowledge of objects: beyond object files and object tracking , 2001, Cognition.

[79]  A. Ohman,et al.  The face in the crowd revisited: a threat advantage with schematic stimuli. , 2001, Journal of personality and social psychology.

[80]  Geoffrey F. Woodman,et al.  Electrophysiological measurement of rapid shifts of attention during visual search , 1999, Nature.

[81]  Refractor Vision , 2000, The Lancet.

[82]  Irida Mance,et al.  Visual working memory. , 2013, Wiley interdisciplinary reviews. Cognitive science.

[83]  G. Woodman,et al.  Selective storage and maintenance of an object’s features in visual working memory , 2008, Psychonomic bulletin & review.