A Simple Model of Attentional Blink

The attentional blink (AB) effect is the reduced ability of subjects to report a second target stimuli (T2) among a rapidly presented series of non-target stimuli, when it appears within a time window of about 200-500 ms after a first target (T1). We present a simple dynamical systems model explaining the AB as resulting from the temporal response dynamics of a stochastic, linear system with threshold, whose output represents the amount of attentional resources allocated to the incoming sensory stimuli. The model postulates that the available attention capacity is limited by activity of the default mode network (DMN), a correlated set of brain regions related to task irrelevant processing which is known to exhibit reduced activation following mental training such as mindfulness meditation. The model provides a parsimonious account relating key findings from the AB, DMN and meditation research literature, and suggests some new testable predictions.

[1]  Richard J. Davidson,et al.  Theta Phase Synchrony and Conscious Target Perception: Impact of Intensive Mental Training , 2009, Journal of Cognitive Neuroscience.

[2]  Troy A W Visser,et al.  Masking T1 difficulty: processing time and the attenional blink. , 2007, Journal of experimental psychology. Human perception and performance.

[3]  W. Levelt,et al.  Pupillary dilation as a measure of attention: a quantitative system analysis , 1993 .

[4]  J. Hulleman,et al.  Spreading the sparing: against a limited-capacity account of the attentional blink , 2007, Psychological research.

[5]  Stefan M. Wierda,et al.  Pupil dilation deconvolution reveals the dynamics of attention at high temporal resolution , 2012, Proceedings of the National Academy of Sciences.

[6]  M. Raichle The brain's default mode network. , 2015, Annual review of neuroscience.

[7]  J. Polich Updating P 300 : An Integrative Theory of P 3 a and P 3 b , 2009 .

[8]  John G. Taylor,et al.  A neurodynamic model of the attentional blink. , 2005, Brain research. Cognitive brain research.

[9]  K. Shapiro The limits of attention : temporal constraints in human information processing , 2001 .

[10]  Christopher L. Asplund,et al.  An attentional blink for sequentially presented targets: Evidence in favor of resource depletion accounts , 2008, Psychonomic bulletin & review.

[11]  Rafael Malach,et al.  Alterations in task-induced activity and resting-state fluctuations in visual and DMN areas revealed in long-term meditators , 2016, NeuroImage.

[12]  M. Potter,et al.  Temporal Limits of Selection and Memory Encoding , 2006, Psychological science.

[13]  Stephen A. Engel,et al.  Linear systems analysis of the fMRI signal , 2012, NeuroImage.

[14]  K. Christoff,et al.  Experience sampling during fMRI reveals default network and executive system contributions to mind wandering , 2009, Proceedings of the National Academy of Sciences.

[15]  G L Shulman,et al.  INAUGURAL ARTICLE by a Recently Elected Academy Member:A default mode of brain function , 2001 .

[16]  J. Polich,et al.  Neuropsychology and neuropharmacology of P3a and P3b. , 2006, International journal of psychophysiology : official journal of the International Organization of Psychophysiology.

[17]  J. Enns,et al.  The attentional blink: Resource depletion or temporary loss of control? , 2005, Psychological research.

[18]  D. Broadbent,et al.  From detection to identification: Response to multiple targets in rapid serial visual presentation , 1987, Perception & psychophysics.

[19]  M C Potter,et al.  Two attentional deficits in serial target search: the visual attentional blink and an amodal task-switch deficit. , 1998, Journal of experimental psychology. Learning, memory, and cognition.

[20]  C. Olivers,et al.  A boost and bounce theory of temporal attention. , 2008, Psychological review.

[21]  J. Polich Updating P300: An integrative theory of P3a and P3b , 2007, Clinical Neurophysiology.

[22]  S. Nieuwenhuis,et al.  The Beneficial Effect of Concurrent Task-Irrelevant Mental Activity on Temporal Attention , 2005, Psychological science.

[23]  E. Donchin,et al.  Is the P300 component a manifestation of context updating? , 1988, Behavioral and Brain Sciences.

[24]  D. Schacter,et al.  The Brain's Default Network , 2008, Annals of the New York Academy of Sciences.

[25]  N. Taatgen,et al.  Too much control can hurt: A threaded cognition model of the attentional blink , 2009, Cognitive Psychology.

[26]  M. Corbetta,et al.  Right TPJ deactivation during visual search: functional significance and support for a filter hypothesis. , 2007, Cerebral cortex.

[27]  J. Gray,et al.  Meditation experience is associated with differences in default mode network activity and connectivity , 2011, Proceedings of the National Academy of Sciences.

[28]  Marieke K. van Vugt,et al.  Control over experience? Magnitude of the attentional blink depends on meditative state , 2014, Consciousness and Cognition.

[29]  Giuseppe Pagnoni,et al.  Dynamical Properties of BOLD Activity from the Ventral Posteromedial Cortex Associated with Meditation and Attentional Skills , 2012, The Journal of Neuroscience.

[30]  K. Shapiro,et al.  Task-irrelevant visual motion and flicker attenuate the attentional blink , 2006, Psychonomic bulletin & review.

[31]  Bernhard Hommel,et al.  THE QUARTERLY JOURNAL OF EXPERIMENTAL PSYCHOLOGY , 2010 .

[32]  N. Farb,et al.  Attending to the present: mindfulness meditation reveals distinct neural modes of self-reference. , 2007, Social cognitive and affective neuroscience.

[33]  William S Maki,et al.  Attentional capture triggers an attentional blink , 2006, Psychonomic bulletin & review.

[34]  S. Nieuwenhuis,et al.  Mental Training Affects Distribution of Limited Brain Resources , 2007, PLoS biology.

[35]  K L Shapiro,et al.  Temporary suppression of visual processing in an RSVP task: an attentional blink? . , 1992, Journal of experimental psychology. Human perception and performance.

[36]  Andrew B. Leber,et al.  Made you blink! Contingent attentional capture produces a spatial blink , 2002, Perception & psychophysics.

[37]  S. Shih The attention cascade model and attentional blink , 2008, Cognitive Psychology.

[38]  Fook K Chua,et al.  The effect of target contrast on the attentional blink , 2005, Perception & psychophysics.

[39]  M. Nieuwenstein,et al.  The attentional blink provides episodic distinctiveness: sparing at a cost. , 2009, Journal of experimental psychology. Human perception and performance.

[40]  D. Scheinost,et al.  Meditation leads to reduced default mode network activity beyond an active task , 2015, Cognitive, affective & behavioral neuroscience.

[41]  Marvin Minsky,et al.  Logical Versus Analogical or Symbolic Versus Connectionist or Neat Versus Scruffy , 1991, AI Mag..

[42]  H. Egeth,et al.  Beyond similarity: Masking of the target is sufficient to cause the attentional blink , 1997, Perception & psychophysics.

[43]  A. Lutz,et al.  Mental Training Enhances Attentional Stability: Neural and Behavioral Evidence , 2009, The Journal of Neuroscience.

[44]  E. Donchin,et al.  Performance of concurrent tasks: a psychophysiological analysis of the reciprocity of information-processing resources. , 1983, Science.

[45]  R. Marois,et al.  The attentional blink: A review of data and theory , 2009, Attention, perception & psychophysics.

[46]  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.

[47]  Scott T. Grafton,et al.  Response to Comment on "Wandering Minds: The Default Network and Stimulus-Independent Thought" , 2007, Science.

[48]  E. Vogel,et al.  Electrophysiological Evidence for a Postperceptual Locus of Suppression during the Attentional Blink Time-based Attention and the Attentional Blink , 1998 .

[49]  Chi-Tsong Chen,et al.  Linear System Theory and Design , 1995 .

[50]  Denis Cousineau,et al.  A Connexionist Model of the Attentional Blink Effect During a Rapid Serial Visual Presentation Task , 2004, ICCM.

[51]  M. Chun,et al.  The Neural Fate of Consciously Perceived and Missed Events in the Attentional Blink , 2004, Neuron.

[52]  J. Enns,et al.  The attentional blink is not a unitary phenomenon , 2006, Psychological research.

[53]  B. Wyble,et al.  The attentional blink: Past, present, and future of a blind spot in perceptual awareness , 2010, Neuroscience & Biobehavioral Reviews.

[54]  Mark S. Gilzenrat,et al.  The role of the locus coeruleus in mediating the attentional blink: a neurocomputational theory. , 2005, Journal of experimental psychology. General.

[55]  A Ehrenstein,et al.  The roles of location specificity and masking mechanisms in the attentional blink , 1999, Perception & psychophysics.