The human brain is intrinsically organized into dynamic, anticorrelated functional networks.

During performance of attention-demanding cognitive tasks, certain regions of the brain routinely increase activity, whereas others routinely decrease activity. In this study, we investigate the extent to which this task-related dichotomy is represented intrinsically in the resting human brain through examination of spontaneous fluctuations in the functional MRI blood oxygen level-dependent signal. We identify two diametrically opposed, widely distributed brain networks on the basis of both spontaneous correlations within each network and anticorrelations between networks. One network consists of regions routinely exhibiting task-related activations and the other of regions routinely exhibiting task-related deactivations. This intrinsic organization, featuring the presence of anticorrelated networks in the absence of overt task performance, provides a critical context in which to understand brain function. We suggest that both task-driven neuronal responses and behavior are reflections of this dynamic, ongoing, functional organization of the brain.

[1]  D. G. Watts,et al.  Spectral analysis and its applications , 1968 .

[2]  J. Antrobus,et al.  Section of Psychology: MINDWANDERING AND COGNITIVE STRUCTURE*, † , 1970 .

[3]  P. C. Murphy,et al.  Cerebral Cortex , 2017, Cerebral Cortex.

[4]  R. Llinás The intrinsic electrophysiological properties of mammalian neurons: insights into central nervous system function. , 1988, Science.

[5]  Richard J. Brown Neuropsychology Mental Structure , 1989 .

[6]  M. Torrens Co-Planar Stereotaxic Atlas of the Human Brain—3-Dimensional Proportional System: An Approach to Cerebral Imaging, J. Talairach, P. Tournoux. Georg Thieme Verlag, New York (1988), 122 pp., 130 figs. DM 268 , 1990 .

[7]  A. Baddeley,et al.  Stimulus-independent thought depends on central executive resources , 1995, Memory & cognition.

[8]  B. Biswal,et al.  Functional connectivity in the motor cortex of resting human brain using echo‐planar mri , 1995, Magnetic resonance in medicine.

[9]  L. Giambra,et al.  A Laboratory Method for Investigating Influences on Switching Attention to Task-Unrelated Imagery and Thought , 1995, Consciousness and Cognition.

[10]  A. Grinvald,et al.  Dynamics of Ongoing Activity: Explanation of the Large Variability in Evoked Cortical Responses , 1996, Science.

[11]  R. Frackowiak,et al.  477 Brain activity during stimulus independent thought , 1997, Schizophrenia Research.

[12]  M. Raichle,et al.  Anatomic Localization and Quantitative Analysis of Gradient Refocused Echo-Planar fMRI Susceptibility Artifacts , 1997, NeuroImage.

[13]  M. Corbetta,et al.  Common Blood Flow Changes across Visual Tasks: II. Decreases in Cerebral Cortex , 1997, Journal of Cognitive Neuroscience.

[14]  M. Lowe,et al.  Functional Connectivity in Single and Multislice Echoplanar Imaging Using Resting-State Fluctuations , 1998, NeuroImage.

[15]  R. Maddock The retrosplenial cortex and emotion: new insights from functional neuroimaging of the human brain , 1999, Trends in Neurosciences.

[16]  R. Shelton Science and Practice of Cognitive Behavior Therapy , 1999 .

[17]  N. Kanwisher,et al.  The Generality of Parietal Involvement in Visual Attention , 1999, Neuron.

[18]  V. Haughton,et al.  Mapping functionally related regions of brain with functional connectivity MR imaging. , 2000, AJNR. American journal of neuroradiology.

[19]  J. Duncan,et al.  Common regions of the human frontal lobe recruited by diverse cognitive demands , 2000, Trends in Neurosciences.

[20]  M E Meyerand,et al.  Combining independent component analysis and correlation analysis to probe interregional connectivity in fMRI task activation datasets. , 2000, Magnetic resonance imaging.

[21]  R. Cabeza,et al.  Imaging Cognition II: An Empirical Review of 275 PET and fMRI Studies , 2000, Journal of Cognitive Neuroscience.

[22]  R. Parenti,et al.  Expression of connexin36 mRNA in adult rodent brain , 2000, Neuroreport.

[23]  R. Eckhorn,et al.  Amplitude envelope correlation detects coupling among incoherent brain signals , 2000, Neuroreport.

[24]  W. Singer,et al.  Dynamic predictions: Oscillations and synchrony in top–down processing , 2001, Nature Reviews Neuroscience.

[25]  M. Raichle,et al.  Emotion-induced changes in human medial prefrontal cortex: I. During cognitive task performance. , 2001, Proceedings of the National Academy of Sciences of the United States of America.

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

[27]  M. Raichle,et al.  Emotion-induced changes in human medial prefrontal cortex: II. During anticipatory anxiety. , 2001, Proceedings of the National Academy of Sciences of the United States of America.

[28]  Jonathan D. Cohen,et al.  An fMRI Investigation of Emotional Engagement in Moral Judgment , 2001, Science.

[29]  D. Wilkin,et al.  Neuron , 2001, Brain Research.

[30]  V. Haughton,et al.  Frequencies contributing to functional connectivity in the cerebral cortex in "resting-state" data. , 2001, AJNR. American journal of neuroradiology.

[31]  J. Martinerie,et al.  The brainweb: Phase synchronization and large-scale integration , 2001, Nature Reviews Neuroscience.

[32]  G. Shulman,et al.  Medial prefrontal cortex and self-referential mental activity: Relation to a default mode of brain function , 2001, Proceedings of the National Academy of Sciences of the United States of America.

[33]  B. Mazoyer,et al.  Cortical networks for working memory and executive functions sustain the conscious resting state in man , 2001, Brain Research Bulletin.

[34]  M. Raichle,et al.  Searching for a baseline: Functional imaging and the resting human brain , 2001, Nature Reviews Neuroscience.

[35]  Vinod Menon,et al.  Functional connectivity in the resting brain: A network analysis of the default mode hypothesis , 2002, Proceedings of the National Academy of Sciences of the United States of America.

[36]  P. Skudlarski,et al.  Detection of functional connectivity using temporal correlations in MR images , 2002, Human brain mapping.

[37]  M. Corbetta,et al.  Control of goal-directed and stimulus-driven attention in the brain , 2002, Nature Reviews Neuroscience.

[38]  M. Corbetta,et al.  Neural Systems for Visual Orienting and Their Relationships to Spatial Working Memory , 2002, Journal of Cognitive Neuroscience.

[39]  A. Grinvald,et al.  Neuronal assemblies: Single cortical neurons are obedient members of a huge orchestra , 2003, Biopolymers.

[40]  A. Kleinschmidt,et al.  Electroencephalographic signatures of attentional and cognitive default modes in spontaneous brain activity fluctuations at rest , 2003, Proceedings of the National Academy of Sciences of the United States of America.

[41]  J. Binder,et al.  A Parametric Manipulation of Factors Affecting Task-induced Deactivation in Functional Neuroimaging , 2003, Journal of Cognitive Neuroscience.

[42]  N. Logothetis,et al.  Very slow activity fluctuations in monkey visual cortex: implications for functional brain imaging. , 2003, Cerebral cortex.

[43]  Aapo Hyvärinen,et al.  Independent component analysis of nondeterministic fMRI signal sources , 2003, NeuroImage.

[44]  A. Grinvald,et al.  Spontaneously emerging cortical representations of visual attributes , 2003, Nature.

[45]  Benjamin J. Shannon,et al.  Functional-Anatomic Correlates of Memory Retrieval That Suggest Nontraditional Processing Roles for Multiple Distinct Regions within Posterior Parietal Cortex , 2004, The Journal of Neuroscience.

[46]  E. Formisano,et al.  Functional connectivity as revealed by spatial independent component analysis of fMRI measurements during rest , 2004, Human brain mapping.

[47]  M. Greicius,et al.  Default-Mode Activity during a Passive Sensory Task: Uncoupled from Deactivation but Impacting Activation , 2004, Journal of Cognitive Neuroscience.

[48]  M. Raichle,et al.  Effect of practice on reading performance and brain function , 2004, Neuroreport.

[49]  M. Weliky,et al.  Small modulation of ongoing cortical dynamics by sensory input during natural vision , 2004, Nature.

[50]  G. Buzsáki,et al.  Neuronal Oscillations in Cortical Networks , 2004, Science.

[51]  G. Jackson,et al.  Effect of prior cognitive state on resting state networks measured with functional connectivity , 2005, Human brain mapping.