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Design is a ubiquitous, complex, and open-ended creation behaviour that triggers creativity. The brain dynamics underlying design is unclear, since a design process consists of many basic cognitive behaviours, such as problem understanding, idea generation, idea analysis, idea evaluation, and idea evolution. In this present study, we simulated the design process in a loosely controlled setting, aiming to quantify the design-related cognitive workload and control, identify EEG-defined large-scale brain networks, and uncover their temporal dynamics. The effectiveness of this loosely controlled setting was tested through comparing the results with validated findings available in the literature. Task-related power (TRP) analysis of delta, theta, alpha and beta frequency bands revealed that idea generation was associated with the highest cognitive workload and lowest cognitive control, compared to other design activities in the experiment, including problem understanding, idea evaluation, and self-rating. EEG microstate analysis supported this finding as microstate class C, being negatively associated with the cognitive control network, was the most prevalent in idea generation. Furthermore, EEG microstate sequence analysis demonstrated that idea generation was consistently associated with the shortest temporal correlation times concerning finite entropy rate, autoinformation function, and Hurst exponent. This finding suggests that during idea generation the interplay of functional brain networks is less restricted and the brain has more degrees of freedom in choosing the next network configuration than during other design activities. Taken together, the TRP and EEG microstate results lead to the conclusion that idea generation is associated with the highest cognitive workload and lowest cognitive control during open-ended creation task.
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http://dx.doi.org/10.1038/s41598-021-03577-1 | DOI Listing |
Neural Netw
September 2025
Guangdong Laboratory of Artificial Intelligence and Digital Economy (SZ), Shenzhen, China. Electronic address:
Automatic segmentation of retinal vessels from retinography images is crucial for timely clinical diagnosis. However, the high cost and specialized expertise required for annotating medical images often result in limited labeled datasets, which constrains the full potential of deep learning methods. Recent advances in self-supervised pretraining using unlabeled data have shown significant benefits for downstream tasks.
View Article and Find Full Text PDFPsychol Rev
September 2025
Department of Sociological and Psychological Sciences, Abertay University.
The long-standing claim that young children are the main agents of language change is often presented as an established fact, and has tacitly guided research in developmental science and evolutionary linguistics. It rests on the assumption that language change arises from language acquisition errors predominantly committed by children. Here, we review whether arguments in support of this idea stand up to logical and empirical scrutiny.
View Article and Find Full Text PDFPsychol Res
September 2025
School of Psychology, Macquarie University, Sydney, NSW2109, Australia.
Internal bodily sensations such as an empty rumbling stomach can lead to enhanced desire for food - hunger. As an empty rumbling stomach is caused by digestive physiology, it is often presumed that such physiological processes also cause hunger. However, psychological processes could equally generate hunger (e.
View Article and Find Full Text PDFFront Neurosci
August 2025
Hearing Sciences, Mental Health and Clinical Neurosciences, School of Medicine, University of Nottingham, Nottingham, United Kingdom.
The Zwicker tone (ZT) is an auditory illusion experienced by about 50% of the population immediately following a presentation of notched noise (NN). It is a faint, quickly decaying pure tone, the frequency of which falls within the range of the notch. Interestingly, although only half of the general population can perceive ZTs, one study has shown that almost everyone with tinnitus can perceive them.
View Article and Find Full Text PDFAdv Sci (Weinh)
September 2025
Department of Pharmaceutics, Shandong Key Laboratory of Targeted Drug Delivery and Advanced Pharmaceutics, NMPA Key Laboratory for Technology Research and Evaluation of Drug Products, Key Laboratory of Chemical Biology (Ministry of Education), State Key Laboratory of Discovery and Utilization of Fun
The effectiveness of antitumor immunotherapy is limited to immune cell infiltration into solid tumors, primarily via T-cell migration through tumor blood vessels. This study introduces a multifunctional nitric oxide (NO)-driven hollow gold Janus nanomotor (HAM) designed to promote tumor blood vessel normalization and increase T-cell infiltration, thereby enhancing the immune response against tumors. It is revealed that self-generated NO facilitates the penetration of HAM into tumors and increases pericyte coverage of blood vessels, thereby enhancing intratumoral T-cell infiltration.
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