Working Memory Delay Activity Predicts Individual Differences in Cognitive Abilities

A great deal of prior research has examined the relation between estimates of working memory and cognitive abilities. Yet, the neural mechanisms that account for these relations are still not very well understood. The current study explored whether individual differences in working memory delay activity would be a significant predictor of cognitive abilities. A large number of participants performed multiple measures of capacity, attention control, long-term memory, working memory span, and fluid intelligence, and latent variable analyses were used to examine the data. During two working memory change detection tasks, we acquired EEG data and examined the contralateral delay activity. The results demonstrated that the contralateral delay activity was significantly related to cognitive abilities, and importantly these relations were because of individual differences in both capacity and attention control. These results suggest that individual differences in working memory delay activity predict individual differences in a broad range of cognitive abilities, and this is because of both differences in the number of items that can be maintained and the ability to control access to working memory.

[1]  Richard P. Heitz,et al.  Complex working memory span tasks and higher-order cognition: A latent-variable analysis of the relationship between processing and storage , 2009, Memory.

[2]  R. Engle,et al.  The generality of working memory capacity: a latent-variable approach to verbal and visuospatial memory span and reasoning. , 2004, Journal of experimental psychology. General.

[3]  E. Vogel,et al.  Human Variation in Overriding Attentional Capture , 2009, The Journal of Neuroscience.

[4]  R. Engle,et al.  Is working memory capacity task dependent , 1989 .

[5]  Andrew R. A. Conway,et al.  A controlled-attention view of working-memory capacity. , 2001, Journal of experimental psychology. General.

[6]  E. Vogel,et al.  Individual Differences in Recovery Time From Attentional Capture , 2011, Psychological science.

[7]  Patrick C. Kyllonen,et al.  Cognitive abilities as determinants of success in acquiring logic skill , 1990 .

[8]  P. Carpenter,et al.  Individual differences in working memory and reading , 1980 .

[9]  E. Vogel,et al.  Neural Measures of Individual Differences in Selecting and Tracking Multiple Moving Objects , 2008, The Journal of Neuroscience.

[10]  Andrew R. A. Conway,et al.  Journal of Experimental Psychology : General Neural Mechanisms of Interference Control Underlie the Relationship Between Fluid Intelligence and Working Memory Span , 2011 .

[11]  Brian A. Nosek,et al.  Power failure: why small sample size undermines the reliability of neuroscience , 2013, Nature Reviews Neuroscience.

[12]  I. Deary,et al.  Intelligence and educational achievement , 2007 .

[13]  Roy Luria,et al.  The number of objects determines visual working memory capacity allocation for complex items , 2015, NeuroImage.

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

[15]  R. Engle,et al.  Executive Attention, Working Memory Capacity, and a Two-Factor Theory of Cognitive Control. , 2003 .

[16]  Patrick C. Kyllonen,et al.  Reasoning ability is (little more than) working-memory capacity?! , 1990 .

[17]  R. Cattell,et al.  Abilities : Their Structure , Growth , and Action , 2015 .

[18]  Edward K. Vogel,et al.  Event-Related Potential Measures of Visual Working Memory , 2006, Clinical EEG and neuroscience.

[19]  Edward K. Vogel,et al.  Neural Measures of Dynamic Changes in Attentive Tracking Load , 2012, Journal of Cognitive Neuroscience.

[20]  Ian J. Deary,et al.  Intelligence Predicts Health and Longevity, but Why? , 2004 .

[21]  R. Marois,et al.  Posterior parietal cortex activity predicts individual differences in visual short-term memory capacity , 2005, Cognitive, affective & behavioral neuroscience.

[22]  Edward K. Vogel,et al.  Individual Differences in Visual Working Memory Capacity: Contributions of Attentional Control to Storage , 2015 .

[23]  J. Jay Todd,et al.  Capacity limit of visual short-term memory in human posterior parietal cortex , 2004, Nature.

[24]  Rex B. Kline,et al.  Principles and Practice of Structural Equation Modeling , 1998 .

[25]  Bradley Voytek,et al.  Prefrontal cortex and basal ganglia contributions to visual working memory , 2010, Proceedings of the National Academy of Sciences.

[26]  R. Cusack,et al.  Encoding strategy and not visual working memory capacity correlates with intelligence , 2009, Psychonomic bulletin & review.

[27]  J. Wolfe,et al.  Delineating the Neural Signatures of Tracking Spatial Position and Working Memory during Attentive Tracking , 2011, The Journal of Neuroscience.

[28]  N. Unsworth,et al.  Working memory capacity: Attention control, secondary memory, or both? A direct test of the dual-component model , 2010 .

[29]  E. Vogel,et al.  Working memory and fluid intelligence: Capacity, attention control, and secondary memory retrieval , 2014, Cognitive Psychology.

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

[31]  Richard P. Heitz,et al.  An automated version of the operation span task , 2005, Behavior research methods.

[32]  E. Vogel,et al.  Neural Limits to Representing Objects Still within View , 2013, The Journal of Neuroscience.

[33]  Stephan Bender,et al.  Time-resolved neuroimaging of visual short term memory consolidation by post-perceptual attention shifts , 2016, NeuroImage.

[34]  E. Vogel,et al.  Quantity, not quality: the relationship between fluid intelligence and working memory capacity , 2010, Psychonomic bulletin & review.

[35]  N. Cowan The magical number 4 in short-term memory: A reconsideration of mental storage capacity , 2001, Behavioral and Brain Sciences.

[36]  Nash Unsworth,et al.  There’s more to the working memory capacity—fluid intelligence relationship than just secondary memory , 2009, Psychonomic bulletin & review.

[37]  Randall W Engle,et al.  Working memory, short-term memory, and general fluid intelligence: a latent-variable approach. , 1999, Journal of experimental psychology. General.

[38]  C. Chabris,et al.  Neural mechanisms of general fluid intelligence , 2003, Nature Neuroscience.

[39]  Edward Awh,et al.  RETRACTED: A Common Discrete Resource for Visual Working Memory and Visual Search , 2013, Psychological science.

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

[41]  T. Klingberg,et al.  Prefrontal cortex and basal ganglia control access to working memory , 2008, Nature Neuroscience.