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Cited by 1,105Creativity in Education and NeuroscienceFunctional Brain Connectivity StudiesCognitive Science and Education Research

Creative Cognition and Brain Network Dynamics

Open access
Beaty, Roger E., Benedek, Mathias, Silvia, Paul J., Schacter, Daniel L.·2016·Trends in Cognitive Sciences
DOI 10.1016/j.tics.2015.10.004PMC PMC4724474
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Abstract

Creative thinking is central to the arts, sciences, and everyday life. How does the brain produce creative thought? A series of recently published papers has begun to provide insight into this question, reporting a strikingly similar pattern of brain activity and connectivity across a range of creative tasks and domains, from divergent thinking to poetry composition to musical improvisation. This research suggests that creative thought involves dynamic interactions of large-scale brain systems, with the most compelling finding being that the default and executive control networks, which can show an antagonistic relation, tend to cooperate during creative cognition and artistic performance. These findings have implications for understanding how brain networks interact to support complex cognitive processes, particularly those involving goal-directed, self-generated thought.

AI snapshot

Written from the paper’s full text.

TL;DR

This review argues that creative thinking emerges from dynamic interplay between default and executive control brain systems, especially when self-generated thought is guided by task goals. It synthesizes neuroimaging evidence from divergent thinking and artistic performance to propose that default regions generate candidate ideas while control regions evaluate and constrain them.

Key findings

  • Across divergent thinking, poetry composition, musical improvisation, and visual art, studies report cooperation or coupling between default and control network regions, contrary to their usual antagonistic relationship.
  • In a poetry composition study, ICA identified five hierarchical clusters, including default and control clusters; during spontaneous generation these clusters were negatively correlated, but their correlation increased during revision/evaluation.
  • In musical improvisation, constraining pianists to specific pitch sets increased DLPFC coupling with motor-control regions, whereas expressing specific emotions increased DLPFC–default network connectivity.
  • The proposed framework holds that the default network supplies candidate ideas from memory and self-generated thought, while the control network monitors, selects, inhibits, and modifies ideas to meet goals; coupling may weaken when goals are vague or top-down constraints are relaxed.

Methods

  • Narrative review and integrative framework, not a primary empirical study.
  • Draws on recent fMRI and functional connectivity studies of domain-general creativity (e.g., alternate uses divergent thinking) and domain-specific artistic performance (music, poetry, visual art).
  • Synthesizes findings from cited experiments using seed-based, dynamic functional connectivity, ICA, and univariate analyses to support a default–control interaction model.

Limitations

  • Stated: the authors explicitly exclude research on creative insight and refer readers elsewhere; no formal limitations section is provided.
  • Evident from the text: it is a selective narrative synthesis rather than a systematic review or meta-analysis, with no new data or quantitative pooling.
  • Evident: conclusions rest on a limited set of cited neuroimaging studies across different tasks and domains, and the authors note default–control coupling is not ubiquitous, so boundary conditions remain to be clarified.

Model-written summary. Check it against the paper before relying on it.

Integrity signals

Registry

Crossref · 10.1016/j.tics.2015.10.004

Cites

75 of 75 references verified0 citation errors · 0 not checkable

Statistics

Nothing to recompute.

Claims the paper makes

54 of 88 cited sources checked · 35 supported · 0 flagged · accuracy not yet measured

  • Premisecitation

    Self-generated thoughts can benefit from goal-directed processing and cognitive control.

    “Although self-generated thoughts can occur spontaneously in mind, they also have been shown to benefit from goal-directed processing and cognitive control [5].”
    Quote in the paperSubstantial claim1 of 1 sources checked
    • cites [5] source
      Experimental — accuracy not yet measured
  • Premisecitation

    Processes involving default-control cooperation typically involve top-down modulation of self-generated information.

    “Such processes typically involve the top-down modulation of self-generated information [5].”
    Quote in the paperNot a substantial claim1 of 1 sources checked
  • Premisecitation

    The default and control networks have also shown cooperation during several cognitive processes.

    “Importantly, the default and control networks have also shown cooperation during several cognitive processes [8, 17–21].”
    Quote in the paperSubstantial claim5 of 6 sources checked
    • cites [8] source
    • cites [17] source

      The Discussion reports activation of cognitive-control regions during reappraisal, but does not assess cooperation between default and control networks. Searches for “default mode” and “cooperation between default and control networks” found no passage addressing that relationship across cognitive processes. The indexed passages provide no page numbers. (LLM, conf=0.75)

      Experimental — accuracy not yet measured
    • cites [18] source
    • cites [19] source
    • cites [20] source
    • cites [21] source
  • Interpretationcitation

    Memory systems may play a key role in the generation of candidate ideas across domain-general and domain-specific contexts.

    “We suspect that memory systems may play a key role in the generation of candidate ideas across domain-general and domain-specific contexts (cf. [52]).”
    Quote in the paperSubstantial claim1 of 1 sources checked
    • cites [52] source

      The Introduction links memory search and retrieval to generating unusual associations and a larger pool of novel ideas. The Discussion proposes that semantic-memory structure constrains search in the Remote Associates Test. These passages support a role for memory in generating candidate ideas, but they do not establish that role across both domain-general and domain-specific contexts. (LLM, conf=0.83)

      Experimental — accuracy not yet measured
  • Premisecitation

    Performance on the alternate uses task was positively correlated with the number of episodic details participants reported when they imagined future personal experiences.

    “Moreover, a study of healthy young and older adults reported that performance on the alternate uses task was positively correlated with the number of episodic details that participants reported when they imagined future personal experiences [71].”
    Quote in the paperSubstantial claim1 of 1 sources checked
  • Classified as probably not a substantial claim. 8
  • May combine two claims. 17
  • Borderline: one of the tests for a substantial claim is unclear. 1

  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Premisecitation

    The default network consists of midline and posterior inferior parietal regions that show increased metabolic activity when most externally presented cognitive tasks are absent.

    “The default network consists of midline and posterior inferior parietal regions that show increased metabolic activity in the absence of most externally-presented cognitive tasks [12].”
    Quote in the paperNot a substantial claim1 of 1 sources checked

  • May combine two claims.

    Premisecitation

    The control network consists of lateral prefrontal and anterior inferior parietal regions, and its activity is associated with externally directed attention processes such as working memory, relational integration, and task-set switching.

    “The control network consists of lateral prefrontal and anterior inferior parietal regions, and its activity is associated with cognitive processes that require externally-directed attention, including working memory, relational integration, and task-set switching [15].”
    Quote in the paperNot a substantial claim1 of 1 sources checked
    • cites [15] source

      The ICA and Functional significance sections describe an executive-control network including lateral prefrontal and lateral parietal regions, associated with attention, working memory, and control. The Executive functioning section also describes switching between mental sets, but the copy does not identify the parietal region specifically as anterior inferior or link the network to relational integration. (LLM, conf=0.88)

      Experimental — accuracy not yet measured

  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Premisecitation

    Default network activity is associated with spontaneous and self-generated thought, including mind-wandering, mental simulation, social cognition, autobiographical retrieval, and episodic future thinking.

    “Default network activity is associated with spontaneous and self-generated thought, including mind-wandering, mental simulation, social cognition, autobiographical retrieval, and episodic future thinking [5, 13–14].”
    Quote in the paperNot a substantial claim2 of 3 sources checked
    • cites [5] source
    • cites [13] source
    • cites [14] source

  • May combine two claims.

    Premisecitation

    During working memory tasks, the control network typically shows increased activation while the default network deactivates, presumably reflecting suppression of task-unrelated thoughts.

    “During working memory tasks, for example, the control network typically shows increased activation while the default network deactivates, presumably reflecting the suppression of task-unrelated thoughts during cognitive control [16].”
    Quote in the paperNot a substantial claim1 of 1 sources checked

  • May combine two claims.

    Premisecitation

    The correlation between alternate uses performance and episodic details was specific to imagined future events and was not observed for recalled or imagined past events.

    “This correlation with divergent thinking, however, was specific to imagined future events and was not observed for recalled or imagined past events.”
    Quote in the paperSubstantial claim1 of 1 sources checked
    • cites [71] source

      The Results (Relation between Divergent Thinking and Episodic Simulation; page unavailable) report that all five Alternative Uses measures correlated significantly with episodic detail in imagined future events. But elaboration also correlated significantly with detail in imagined past events and showed a trend for recalled past events. The paper further reports no significant difference between the future and imagined-past relationships, so the claim of a future-specific correlation overstates the findings. (LLM, conf=0.90)

      Experimental — accuracy not yet measured

  • Probably not a substantial claim: may not pass S1 (asserted), S3 (load-bearing).

    Premisecitation

    The default and control networks may contribute to idea generation and selection via blind variation and selective retention, as proposed in a seminal theory.

    “Our model builds on a seminal theory [28] that suggested that the default and control networks may contribute to idea generation and selection, respectively, by means of the evolutionary processes of blind variation and selective retention (cf. [30–31]).”
    Quote in the paperNot a substantial claim1 of 3 sources checked
    • cites [28] source

      In “Creativity as blind variation and selective retention” (page unavailable), Jung links blind variation to generating ideas and selective retention to filtering them. In “What does it all mean?” (page unavailable), the paper proposes the default mode network as a setting for sequential BVSR, but it does not assign idea selection specifically to the cognitive control network. The claimed division of labor between the two networks is therefore not fully supported. (LLM, conf=0.86)

      Experimental — accuracy not yet measured
    • cites [30] source
    • cites [31]

      Couldn’t be matched to a paper in Crossref, so it can’t be checked.

  • Classified as probably not a substantial claim. May combine two claims.

    Premisecitation

    Idea generation is often conceived as a bottom-up process associated with diffuse attention, whereas idea evaluation is thought to involve focused attention and cognitive control.

    “Idea generation is often conceived as a bottom-up process associated with diffuse attention, whereas idea evaluation is thought to involve focused attention and cognitive control [28].”
    Quote in the paperSubstantial claim1 of 1 sources checked
    • cites [28] source

      In “Creativity as blind variation and selective retention” (page unavailable), the paper describes generating many novel ideas and then filtering them for usefulness. “What does it all mean?” (page unavailable) links disinhibition to generating multiple ideas without refinement or selection. These passages support the generation–evaluation distinction, but do not characterize generation as bottom-up or explicitly link evaluation to focused attention and cognitive control. (LLM, conf=0.83)

      Experimental — accuracy not yet measured

  • May combine two claims.

    Interpretationcitation

    In the poetry composition study, poets were simply asked to spontaneously generate novel poetry without engaging a generative strategy, so the top-down functions of the control network were not required.

    “In the study of study of poetry composition [34], for example, poets were simply asked to spontaneously generate novel poetry—not to engage a generative strategy, as in the study of musical improvisation (e.g., [35])—so the top-down functions of the control network were not required.”
    Quote in the paperSubstantial claim1 of 2 sources checked
    • cites [34] source

      The Methods (Experimental Design; page not supplied) say participants were asked to spontaneously generate a novel poem, with no prescribed generative strategy. The Results (Brain Activations During Generation of New Poems in All Subjects; page not supplied) report decreased activity in DLPFC and IPS during generation, but decreased activity does not establish that top-down control was unnecessary. The Discussion (Expertise; page not supplied) also suggests novices may rely more on prefrontal control. (LLM, conf=0.85)

      Experimental — accuracy not yet measured
    • cites [35] source

  • Probably not a substantial claim: may not pass S1 (asserted), S3 (load-bearing). May combine two claims.

    Premisecitation

    The default and control networks cooperate to generate and maintain an internal train of thought or during extended evaluation of internal information.

    “It has previously been suggested that the default and control networks will cooperate to generate and maintain an “internal train of thought” [65] or during the extended evaluation of internal information [5].”
    Quote in the paperNot a substantial claim1 of 2 sources checked
    • cites [65] source
    • cites [5] source

  • May combine two claims.

    Premisecitation

    Administering an episodic specificity induction increased the number of appropriate uses generated on a subsequent alternate uses task and also increased episodic details on a future simulation task.

    “Critically, administering the specificity induction increased the number of appropriate uses that participants generated on a subsequent alternate uses task, and also increased episodic details on a future simulation task [72].”
    Quote in the paperSubstantial claim1 of 1 sources checked

  • May combine two claims.

    Interpretationcitation

    The negative correlation between default and control networks was markedly attenuated during idea evaluation, possibly due to increased task demands and top-down control.

    “But this negative correlation was markedly attenuated during idea evaluation, possibly due to increased task demands and top-down control required.”
    Quote in the paperSubstantial claim1 of 1 sources checked
    • cites [34] source

      The Results and Discussion (Functional Connectivity; The Creative Process, pages unavailable) report that anticorrelation between the MPFC-associated and attention/control clusters was markedly attenuated during poetry revision, when top-down attention was reengaged. The paper describes idea evaluation as a component of revision, but it did not measure the correlation during a separate idea-evaluation condition or establish increased task demands as its cause. (LLM, conf=0.88)

      Experimental — accuracy not yet measured

  • May combine two claims.

    Premisecitation

    In the poetry study, default regions showed increased activation during generation, and functional connectivity revealed a negative correlation between default and control network regions during generation.

    “Indeed, the authors reported increased activation of default regions during poetry generation, and a functional connectivity analysis revealed a negative correlation between default and control network regions during generation.”
    Quote in the paperSubstantial claim1 of 1 sources checked
    • cites [34] source

      The Results sections on brain activations and functional connectivity report increased MPFC activity during poetry generation and a significant anticorrelation between MPFC-centered and DLPFC/IPS-centered clusters. But the broader claim that default regions increased activation overstates the findings: the activation results also report decreased activity in the precuneus, and the connectivity results group portions of the precuneus and posterior cingulate cortex with DLPFC/IPS. Page numbers are not available in our copy. (LLM, conf=0.85)

      Experimental — accuracy not yet measured

  • Borderline on S3 (load-bearing): unclear from the text.

    Premisecitation

    Self-generated thoughts arise from internally focused mental activity that is largely independent of external input.

    “Self-generated thoughts arise from internally-focused mental activity that is largely independent of external input [4].”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites [4] source

  • Probably not a substantial claim: may not pass S2 (checkable), S3 (load-bearing).

    Premisecitation

    Creativity generally involves producing something that is both novel and useful.

    “Creativity is a broadly defined construct, but it is generally assumed to involve the generation of some product that is both novel and useful [1–3].”
    Quote in the paperNot a substantial claim0 of 3 sources checked
    • cites [1] source
    • cites [2] source
    • cites [3] source

  • May combine two claims.

    Interpretationreasoning

    The default network influences the generation of candidate ideas, while the control network can constrain and direct this process to meet task-specific goals via top-down monitoring and executive control.

    “In general, we contend that the default network influences the generation of candidate ideas, but that the control network can constrain and direct this process to meet task-specific goals via top-down monitoring and executive control.”
    Quote in the paperSubstantial claim

  • May combine two claims.

    Interpretationreasoning

    Default-control network coupling is not ubiquitous; the networks have shown both cooperation and competition during creative thinking tasks.

    “Default-control network coupling is not ubiquitous, however, as the networks have shown both cooperation and competition during creative thinking tasks.”
    Quote in the paperSubstantial claim

  • May combine two claims.

    Premisecitation

    In visual artists, idea generation was associated with widespread activity of default regions, whereas idea evaluation was associated with both default and control network activity.

    “At the univariate level of analysis, idea generation was associated with widespread activity of default regions, whereas idea evaluation was associated with both default (e.g., MPFC and PCC) and control network activity (e.g., DLPFC and ACC).”
    Quote in the paperSubstantial claim0 of 1 sources checked
    • cites [27] source

  • May combine two claims.

    Premisecitation

    Generating semantically distant verbs was associated with medial prefrontal cortex activation, and greater semantic distance was associated with greater MPFC coupling with the ventral ACC.

    “Generating semantically-distant verbs—responses that were remotely associated with nouns, assessed via Latent Semantic Analysis—was associated with activation of the medial prefrontal cortex (MPFC), a hub of the default network; moreover, as the semantic distance between the noun and verb increased, the MPFC showed greater coupling with the ventral ACC.”
    Quote in the paperSubstantial claim0 of 1 sources checked
    • cites [33] source

  • Classified as probably not a substantial claim.

    Premisecitation

    Creative thought involves a two-stage process of idea generation and idea evaluation.

    “Creativity researchers have long speculated that creative thought involves a two-stage process of idea generation and idea evaluation [49].”
    Quote in the paperSubstantial claim0 of 1 sources checked
    • cites [49]

      Couldn’t be matched to a paper in Crossref, so it can’t be checked.

  • May combine two claims.

    Interpretationreasoning

    Generating new ideas in poetry and visual art may benefit from self-generated thoughts originating in the default network, but such ideas may require top-down modulation during evaluation, reflected in default-control network coupling.

    “These studies suggest that generating new ideas in poetry and visual art may benefit from self-generated thoughts originating in the default network, but that such ideas may require top-down modulation during evaluation, thus reflected in default-control network coupling.”
    Quote in the paperSubstantial claim

  • May combine two claims.

    Interpretationreasoning

    The control network may maintain an internal train of thought by keeping the task goal activated, inhibiting aesthetically undesirable or goal-incongruent melodic sequences, and strategically searching memory for goal-congruent sequences.

    “The control network may therefore maintain an “internal train of thought” by keeping the task goal activated, inhibiting aesthetically undesirable or goal-incongruent melodic sequences, and strategically searching memory for goal-congruent sequences.”
    Quote in the paperSubstantial claim

  • May combine two claims.

    Interpretationreasoning

    The default network may provide bottom-up evaluations via spontaneous and self-referential mechanisms, while the control network compares this information to the task goal and modifies it via inhibition and selection.

    “In this context, the default network may provide bottom-up evaluations via spontaneously-generated and self-referential mechanisms; the control network, in turn, may compare this information to the task goal and modify it via cognitive control mechanisms such as inhibition and selection.”
    Quote in the paperSubstantial claim

  • Classified as probably not a substantial claim.

    Premisecitation

    Idea evaluation may invoke a unique mode of analytic processing characterized by both deliberate and spontaneous forms of evaluative thought.

    “The authors of this study suggest that idea evaluation may invoke a unique mode of analytic processing characterized by both deliberate (top-down) and spontaneous (bottom-up) forms of evaluative thought [27].”
    Quote in the paperSubstantial claim0 of 1 sources checked
    • cites [27] source

  • May combine two claims.

    Interpretationreasoning

    The emerging literature suggests that creative thought involves cooperation of the default and control networks, similar to other forms of goal-directed, self-generated thought, and that the extent of control network involvement may depend on how much creative thought is constrained to meet specific task goals.

    “This emerging literature suggests that creative thought involves cooperation of the default and control networks—similar to other forms of goal-directed, self-generated thought—and that the extent of control network involvement may depend on the extent to which creative thought is constrained to meet specific task goals.”
    Quote in the paperSubstantial claim
24 of 24

  • The paper relies on this without support.

    Functional connectivity or coupling between brain regions indexes cooperation or interaction between the corresponding large-scale networks.

    “A growing number of studies have used functional magnetic resonance imaging (fMRI) and functional connectivity analysis of fMRI data to assess dynamic interactions between large-scale brain systems, such as the default and executive control networks, during creative cognition and artistic performance.”

  • The paper relies on this without support.

    Performance on laboratory creative tasks such as divergent thinking, poetry composition, and musical improvisation reflects creative cognition in real-world domains.

    “We consider neuroimaging evidence related to both domain-general (e.g., divergent thinking) and domain-specific (e.g., musical improvisation) creative thought.”
2 of 2

Claims other papers make about this one

Each is checked against this paper’s own text: does it say what the citing paper says it does?

  • The overarching data pattern fits with emerging frameworks that emphasize the role of the core network and its flexible coupling with other networks in the service of goal-directed tasks that comprise multiple component processes, including divergent thinking.

    “Nevertheless, this overarching data pattern fits with emerging frameworks that emphasize the role of the core network and its flexible coupling with other networks in the service of goal-directed tasks that comprise multiple component processes, including divergent thinking”

    From Neural Mechanisms of Episodic Retrieval Support Divergent Creative Thinking (2019) · cites this paper as Beaty et al. 2016

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Related

Authors
Beaty, R. E., Benedek, M., Silvia, P. J., & Schacter, D. L.
Affiliations
  • University of North Carolina at Greensboro (US)
  • University of Graz (AT)
  • Harvard University (US)
Corresponding author
Beaty, Roger E.
ORCID
Venue
Trends in Cognitive Sciences
Publisher
Elsevier BV
Published
2016-02
Volume
20
Issue
2
Pages
87-95
ISSN
1364-6613 (ISSN-L)
DOI
10.1016/j.tics.2015.10.004
PMC
PMC4724474
OpenAlex
W2148406463
Cited by
1,105
References
76
Citations by year
2026: 130 · 2025: 134 · 2024: 100 · 2023: 130 · 2022: 99 · 2021: 117 · 2020: 118 · 2019: 99 · 2018: 93 · 2017: 48 · 2016: 34 · 2015: 2 · 2012: 1
FWCI
7.60
Type
journal article
Language
en
Open access
Licence
www.elsevier.com/tdm/userlicense/1.0/ (tdm)
Locations
  • Trends in Cognitive Sciences (publishedVersion)
  • PubMed (publishedVersion)
  • Europe PMC (PubMed Central) (acceptedVersion)
  • PubMed Central (acceptedVersion)
Funders
  • National Institutes of Health (5r01ag008441-30)
  • National Institute on Aging (R01-AG008441, R01AG08441)
  • National Institute of Mental Health (R01MH060941)
Topics
  • Social Sciences › Psychology › Experimental and Cognitive Psychology › Creativity in Education and Neuroscience
  • Life Sciences › Neuroscience › Cognitive Neuroscience › Functional Brain Connectivity Studies
  • Life Sciences › Neuroscience › Cognitive Neuroscience › Cognitive Science and Education Research
Keywords
creative cognition, creative thinking, brain network dynamics, default mode network, frontoparietal network, divergent thinking, poetry composition, musical improvisation, self-generated thought, artistic performance
MeSH terms
Brain, Cognition, Creativity, Humans, Neural Pathways, Thinking

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