Neurological divide: an fMRI study of prose and code writing
Ryan Krueger, Yu Huang, Xinyu Liu, Tyler Santander, Westley Weimer, Kevin Leach
摘要
Software engineering involves writing new code or editing existing code. Recent efforts have investigated the neural processes associated with reading and comprehending code -however, we lack a thorough understanding of the human cognitive processes underlying code writing. While prose reading and writing have been studied thoroughly, that same scrutiny has not been applied to code writing. In this paper, we leverage functional brain imaging to investigate neural representations of code writing in comparison to prose writing. We present the first human study in which participants wrote code and prose while undergoing a functional magnetic resonance imaging (fMRI) brain scan, making use of a full-sized fMRI-safe QWERTY keyboard.
We find that code writing and prose writing are significantly dissimilar neural tasks. While prose writing entails significant left hemisphere activity associated with language, code writing involves more activations of the right hemisphere, including regions associated with attention control, working memory, planning and spatial cognition. These findings are unlike existing work in which code and prose comprehension were studied. By contrast, we present the first evidence suggesting that code and prose writing are quite dissimilar at the neural level.
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- Biases and differences in code review using medical imaging and eye-tracking: genders, humans, and machinesYu Huang, Kevin Leach, Zohreh Sharafi, Nicholas McKay 等FSE 2020 · 被引用 37 次
- Convergent Representations of Computer Programs in Human and Artificial Neural NetworksShashank Srikant, Ben Lipkin, Anna A. Ivanova, Evelina Fedorenko 等NeurIPS 2022 · 被引用 16 次
- Connecting the dots: rethinking the relationship between code and prose writing with functional connectivityZachary Karas, Andrew Jahn, Westley Weimer, Yu HuangFSE 2021 · 被引用 10 次
- Breaking the Flow: A Study of Interruptions During Software Engineering ActivitiesYimeng Ma, Yu Huang, Kevin LeachICSE 2024 · 被引用 8 次
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