Spontaneous and deliberate modes of creativity: Multitask eigen-connectivity analysis captures latent cognitive modes during creative thinking
| Autor: | Roger E. Beaty, Sahar Jahanikia, Hua Xie, Neeraj Sonalkar, Caleb Geniesse, Manish Saggar |
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| Jazyk: | angličtina |
| Rok vydání: | 2021 |
| Předmět: |
Adult
Dual-process model Cognitive Neuroscience media_common.quotation_subject Neurosciences. Biological psychiatry. Neuropsychiatry Space (commercial competition) Multitask fMRI Article Task (project management) Creativity Thinking Executive Function Young Adult Cognition Eigen-connectivity Mind-wandering Humans Association (psychology) Default mode network media_common Brain Mapping Working memory Brain Magnetic Resonance Imaging Neurology Whole-brain functional connectivity Deliberate/spontaneous thinking Nerve Net Psychology RC321-571 Cognitive psychology |
| Zdroj: | Neuroimage NeuroImage, Vol 243, Iss, Pp 118531-(2021) |
| Popis: | Despite substantial progress in the quest of demystifying the brain basis of creativity, several questions remain open. One such issue concerns the relationship between two latent cognitive modes during creative thinking, i.e., deliberate goal-directed cognition and spontaneous thought generation. Although an interplay between deliberate and spontaneous thinking is often indirectly implicated in the creativity literature (e.g., dual-process models), a bottom-up data-driven validation of the cognitive processes associated with creative thinking is still lacking. Here, we attempted to capture the latent modes of creative thinking by utilizing a data-driven approach on a novel continuous multitask paradigm (CMP) that widely sampled a hypothetical two-dimensional cognitive plane of deliberate and spontaneous thinking in a single fMRI session. The CMP consisted of eight task blocks ranging from undirected mind wandering to goal-directed working memory task, while also including two of the widely used creativity tasks, i.e., alternate uses task (AUT) and remote association task (RAT). Using data-driven eigen-connectivity (EC) analysis on the multitask whole-brain functional connectivity (FC) patterns, we embedded the multitask FCs into a low-dimensional latent space. The first two latent components, as revealed by the EC analysis, broadly mapped onto the two cognitive modes of deliberate and spontaneous thinking, respectively. Further, in this low-dimensional space, both creativity tasks were located in the upper right corner of high deliberate and spontaneous thinking (creative cognitive space). Neuroanatomically, the creative cognitive space was represented by not only increased intra-network connectivity within executive control and default mode networks, but also by a higher inter-network coupling between the two. Further, individual differences reflected in the low-dimensional connectivity embeddings were related to differences in deliberate and spontaneous thinking abilities. Altogether, using a continuous multitask paradigm and data-driven approach, we provide direct empirical evidence for the contribution of both deliberate and spontaneous modes of cognition during creative thinking. |
| Databáze: | OpenAIRE |
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