Cortical capacity constraints for visual working memory: dissociation of fMRI load effects in a fronto-parietal network

Working memory (WM) capacity limitations and their neurophysiological correlates are of special relevance for the understanding of higher cognitive functions. Evidence from behavioral studies suggests that restricted attentional resources contribute to these capacity limitations. In an event-related functional magnetic resonance imaging (fMRI) study, we probed the capacity of the human visual WM system for up to four complex nonnatural objects using a delayed discrimination task. A number of prefrontal and parietal areas bilaterally showed increased blood oxygen level-dependent activity, relative to baseline, throughout the task when more than one object had to be held in memory. Monotonic increases in response to memory load were observed bilaterally in the dorsolateral prefrontal cortex (DLPFC) and the presupplementary motor area (pre-SMA). Conversely, activity in the frontal eye fields (FEFs) and in areas along the intraparietal sulcus (IPS) peaked when subjects had to maintain only two or three objects and decreased in the highest load condition. This dissociation of memory load effects on cortical activity suggests that the cognitive operations subserved by the IPS and FEF, which are most likely related to attention, fail to support visual WM when the capacity limit is approached. The correlation of brain activity with performance implies that only the operations performed by the DLPFC and pre-SMA, which support an integrated representation of visual information, helped subjects to maintain a reasonable level of performance in the highest load condition. These results indicate that at least two distinct cortical subsystems are recruited for visual WM, and that their interplay changes when the capacity limit is reached.

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

[2]  H Pashler,et al.  Familiarity and visual change detection , 1988, Perception & psychophysics.

[3]  G. E. Alexander,et al.  Neuron Activity Related to Short-Term Memory , 1971, Science.

[4]  R. Passingham,et al.  Active maintenance in prefrontal area 46 creates distractor-resistant memory , 2002, Nature Neuroscience.

[5]  Edward E. Smith,et al.  A Parametric Study of Prefrontal Cortex Involvement in Human Working Memory , 1996, NeuroImage.

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

[7]  Thomas Dierks,et al.  Tracking the Mind's Image in the Brain II Transcranial Magnetic Stimulation Reveals Parietal Asymmetry in Visuospatial Imagery , 2002, Neuron.

[8]  B. Postle,et al.  Prefrontal cortical contributions to working memory: evidence from event-related fMRI studies , 2000, Experimental Brain Research.

[9]  W. Singer,et al.  Functional imaging of mirror and inverse reading reveals separate coactivated networks for oculomotion and spatial transformations , 1998, Neuroreport.

[10]  C. Frith,et al.  The Role of Working Memory in Visual Selective Attention , 2001, Science.

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

[12]  G. A. Miller THE PSYCHOLOGICAL REVIEW THE MAGICAL NUMBER SEVEN, PLUS OR MINUS TWO: SOME LIMITS ON OUR CAPACITY FOR PROCESSING INFORMATION 1 , 1956 .

[13]  J. Jonides,et al.  Storage and executive processes in the frontal lobes. , 1999, Science.

[14]  R. Goebel,et al.  The functional neuroanatomy of target detection: an fMRI study of visual and auditory oddball tasks. , 1999, Cerebral cortex.

[15]  G. McCarthy,et al.  The Influence of Memory Load Upon Delay-Interval Activity in a Working-Memory Task: An Event-Related Functional MRI Study , 2000, Journal of Cognitive Neuroscience.

[16]  B R Postle,et al.  "What"-Then-Where" in visual working memory: an event-related fMRI study. , 1999, Journal of cognitive neuroscience.

[17]  M. Corbetta,et al.  A Common Network of Functional Areas for Attention and Eye Movements , 1998, Neuron.

[18]  S. Yantis,et al.  Transient neural activity in human parietal cortex during spatial attention shifts , 2002, Nature Neuroscience.

[19]  P. Goldman-Rakic,et al.  Segregation of working memory functions within the dorsolateral prefrontal cortex , 2000, Experimental Brain Research.

[20]  B. Postle,et al.  An fMRI Investigation of Cortical Contributions to Spatial and Nonspatial Visual Working Memory , 2000, NeuroImage.

[21]  J. D. E. Gabrieli,et al.  Integration of diverse information in working memory within the frontal lobe , 2000, Nature Neuroscience.

[22]  Edward E. Smith,et al.  Temporal dynamics of brain activation during a working memory task , 1997, Nature.

[23]  G. A. Miller The magical number seven plus or minus two: some limits on our capacity for processing information. , 1956, Psychological review.

[24]  P. Cavanagh,et al.  Attention Response Functions Characterizing Brain Areas Using fMRI Activation during Parametric Variations of Attentional Load , 2001, Neuron.

[25]  Leslie G. Ungerleider,et al.  Transient and sustained activity in a distributed neural system for human working memory , 1997, Nature.

[26]  M. D’Esposito,et al.  A Trial-Based Experimental Design for fMRI , 1997, NeuroImage.

[27]  R. Desimone,et al.  Activity of neurons in anterior inferior temporal cortex during a short- term memory task , 1993, The Journal of neuroscience : the official journal of the Society for Neuroscience.

[28]  W. Singer,et al.  Distributed cortical systems in visual short-term memory revealed by event-related functional magnetic resonance imaging. , 2002, Cerebral cortex.

[29]  D. Gitelman,et al.  Neuroanatomic Overlap of Working Memory and Spatial Attention Networks: A Functional MRI Comparison within Subjects , 1999, NeuroImage.

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

[31]  Adrian M. Owen,et al.  The role of the lateral frontal cortex in mnemonic processing: the contribution of functional neuroimaging , 2000, Experimental Brain Research.

[32]  Jonathan D. Cohen,et al.  Working Memory for Letters, Shapes, and Locations: fMRI Evidence against Stimulus-Based Regional Organization in Human Prefrontal Cortex , 2000, NeuroImage.

[33]  D. Schacter,et al.  Prefrontal Contributions to Executive Control: fMRI Evidence for Functional Distinctions within Lateral Prefrontal Cortex , 2001, NeuroImage.

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

[35]  R. Goebel,et al.  Tracking the Mind's Image in the Brain I Time-Resolved fMRI during Visuospatial Mental Imagery , 2002, Neuron.

[36]  M D'Esposito,et al.  The roles of prefrontal brain regions in components of working memory: effects of memory load and individual differences. , 1999, Proceedings of the National Academy of Sciences of the United States of America.

[37]  P. Goldman-Rakic,et al.  Mnemonic coding of visual space in the monkey's dorsolateral prefrontal cortex. , 1989, Journal of neurophysiology.

[38]  P. Goldman-Rakic,et al.  Sustained Mnemonic Response in the Human Middle Frontal Gyrus during On-Line Storage of Spatial Memoranda , 2002, Journal of Cognitive Neuroscience.

[39]  J. Jonides,et al.  Rehearsal in spatial working memory. , 1998, Journal of experimental psychology. Human perception and performance.

[40]  Bart Rypma,et al.  Functional neuroimaging of short-term memory: The neural mechanisms of mental storage , 2001, Behavioral and Brain Sciences.

[41]  B. Postle,et al.  Functional neuroanatomical double dissociation of mnemonic and executive control processes contributing to working memory performance. , 1999, Proceedings of the National Academy of Sciences of the United States of America.

[42]  M. D’Esposito,et al.  The Influence of Working-Memory Demand and Subject Performance on Prefrontal Cortical Activity , 2002, Journal of Cognitive Neuroscience.

[43]  R. Desimone,et al.  Neural Mechanisms of Visual Working Memory in Prefrontal Cortex of the Macaque , 1996, The Journal of Neuroscience.

[44]  Leslie G. Ungerleider,et al.  Distinguishing the Functional Roles of Multiple Regions in Distributed Neural Systems for Visual Working Memory , 2000, NeuroImage.

[45]  Leslie G. Ungerleider,et al.  Neural Correlates of Visual Working Memory fMRI Amplitude Predicts Task Performance , 2002, Neuron.

[46]  Leslie G. Ungerleider,et al.  ‘What’ and ‘where’ in the human brain , 1994, Current Opinion in Neurobiology.

[47]  Bijan Pesaran,et al.  Temporal structure in neuronal activity during working memory in macaque parietal cortex , 2000, Nature Neuroscience.

[48]  Rainer Goebel,et al.  An Efficient Algorithm for Topologically Correct Segmentation of the Cortical Sheet in Anatomical MR Volumes , 2001, NeuroImage.

[49]  W. Krieg Functional Neuroanatomy , 1953, Springer Series in Experimental Entomology.

[50]  R. Coppola,et al.  Physiological characteristics of capacity constraints in working memory as revealed by functional MRI. , 1999, Cerebral cortex.

[51]  R. Goebel,et al.  Matching two imagined clocks: the functional anatomy of spatial analysis in the absence of visual stimulation. , 2000, Cerebral cortex.

[52]  Michael S. Beauchamp,et al.  A Parametric fMRI Study of Overt and Covert Shifts of Visuospatial Attention , 2001, NeuroImage.

[53]  M. D’Esposito,et al.  Medial Temporal Lobe Activity Associated with Active Maintenance of Novel Information , 2001, Neuron.

[54]  Rainer Goebel,et al.  Apparent Motion: Event-Related Functional Magnetic Resonance Imaging of Perceptual Switches and States , 2002, The Journal of Neuroscience.