Crowding reveals fundamental differences in local vs. global processing in humans and machines
Sign Up to like & getrecommendations! Published in 2020 at "Vision Research"
DOI: 10.1016/j.visres.2019.12.006
Abstract: Feedforward Convolutional Neural Networks (ffCNNs) have become state-of-the-art models both in computer vision and neuroscience. However, human-like performance of ffCNNs does not necessarily imply human-like computations. Previous studies have suggested that current ffCNNs do not… read more here.
Keywords: fundamental differences; processing; human like; global shape ... See more keywords
Delayed processing of global shape information is associated with weaker top-down effects in developmental prosopagnosia
Sign Up to like & getrecommendations! Published in 2018 at "Cognitive Neuropsychology"
DOI: 10.1080/02643294.2018.1519505
Abstract: ABSTRACT In previous studies we have shown that a group of individuals with developmental prosopagnosia (DP): (i) were impaired at recognizing objects when presented as silhouettes or fragmented forms; stimuli which place particular demands on… read more here.
Keywords: processing global; shape; global shape; shape information ... See more keywords
Symmetry considerations elucidate the roles of global shape and local interactions in the equilibrium fluctuations and cooperativity of protein assemblies.
Sign Up to like & getrecommendations! Published in 2019 at "Physical biology"
DOI: 10.1088/1478-3975/ab1051
Abstract: Shape had been intuitively recognized to play a dominant role in determining the global motion patterns of bio-molecular assemblies. However, it is not clear exactly how shape determines the motion patterns. What about the local… read more here.
Keywords: shape; local interactions; global shape; roles global ... See more keywords