Capturing advanced human cognitive abilities with deep neural networks.
Journal:
Trends in cognitive sciences
PMID:
36335015
Abstract
How can artificial neural networks capture the advanced cognitive abilities of pioneering scientists? I suggest they must learn to exploit human-invented tools of thought and human-like ways of using them, and must engage in explicit goal-directed problem solving as exemplified in the activities of scientists and mathematicians and taught in advanced educational settings.