Anika T. Löwe

ORCID: 0000-0003-3132-5767
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About
Contact & Profiles
Research Areas
  • Visual perception and processing mechanisms
  • Neural dynamics and brain function
  • Neuroscience and Music Perception
  • Aesthetic Perception and Analysis
  • Sleep and Wakefulness Research

Max Planck Institute for Human Development
2024

Universität Hamburg
2024

Max Planck Institute for Biology of Ageing
2024

Abstract Humans sometimes have an insight that leads to a sudden and drastic performance im-provement on the task they are working on. The precise origins of such insights unknown. Some evidence has shown sleep facilitates insights, while other work not found relationship. One recent suggestion could explain this mixed is different stages differential effects insight. In addition, computational suggested neural variability regularisation play role in increasing likelihood To investigate link...

10.1101/2024.06.24.600359 preprint EN bioRxiv (Cold Spring Harbor Laboratory) 2024-06-28

Humans sometimes have an insight that leads to a sudden and drastic performance improvement on the task they are working on. Sudden strategy adaptations often linked insights, considered be unique aspect of human cognition tied complex processes such as creativity or meta-cognitive reasoning. Here, we take learning perspective ask whether insight-like behaviour can occur in simple artificial neural networks, even when models only learn form input-output associations through gradual gradient...

10.1371/journal.pcbi.1012505 article EN cc-by PLoS Computational Biology 2024-10-21

Humans sometimes have an insight that leads to a sudden and drastic performance improvement on the task they are working on. Sudden strategy adaptations often linked insights, considered be unique aspect of human cognition tied complex processes such as creativity or meta-cognitive reasoning. Here, we take learning perspective ask whether insight-like behaviour can occur in simple artificial neural networks, even when models only learn form input-output associations through gradual gradient...

10.48550/arxiv.2302.11351 preprint EN cc-by arXiv (Cornell University) 2023-01-01
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