Demystifying brain tumor segmentation networks: interpretability and uncertainty analysis
The accurate automatic segmentation of gliomas and its intra-tumoral structures is important
not only for treatment planning but also for follow-up evaluations. Several methods based on …
not only for treatment planning but also for follow-up evaluations. Several methods based on …
Global precedence changes by environment: A systematic review and meta-analysis on effect of perceptual field variables on global-local visual processing
Perceptual organization and, in particular, visual processing have been debated for many
years. The global precedence effect in local–global visual processing, as introduced by …
years. The global precedence effect in local–global visual processing, as introduced by …
[HTML][HTML] Deep neural networks and image classification in biological vision
EC Leek, A Leonardis, D Heinke - Vision Research, 2022 - Elsevier
In this paper we consider recent advances in the use of deep convolutional neural networks
to understanding biological vision. We focus on claims about the plausibility of feedforward …
to understanding biological vision. We focus on claims about the plausibility of feedforward …
Bottom–up visual saliency estimation with deep autoencoder-based sparse reconstruction
Research on visual perception indicates that the human visual system is sensitive to center-
surround (CS) contrast in the bottom-up saliency-driven attention process. Different from the …
surround (CS) contrast in the bottom-up saliency-driven attention process. Different from the …
Navon's classical paradigm concerning local and global processing relates systematically to visual object classification performance
Abstract Forty years ago David Navon tried to tackle a central problem in psychology
concerning the time course of perceptual processing: Do we first see the details (local level) …
concerning the time course of perceptual processing: Do we first see the details (local level) …
Elucidating the role of selective attention, divergent thinking, language abilities, and executive functions in metaphor generation
Metaphoric language is one of the most common expressions of creative cognition in
everyday life. However, the cognitive mechanisms underlying metaphor generation remain …
everyday life. However, the cognitive mechanisms underlying metaphor generation remain …
EEG complexity during mind wandering: A multiscale entropy investigation
Our attention often drifts away from the ongoing task to task-unrelated thoughts, a
phenomenon commonly referred to as mind wandering. Ample studies dedicated to …
phenomenon commonly referred to as mind wandering. Ample studies dedicated to …
Processing of attentional and emotional stimuli depends on retrospective response of foot pressure: conceptualizing neuron-cognitive distribution in human brain
Cognitive function of human brain requires temporal execution of emotional or attentional
tasks, or their inter-dependence influences. Smooth execution of such tasks requires …
tasks, or their inter-dependence influences. Smooth execution of such tasks requires …
[HTML][HTML] A failure to learn object shape geometry: Implications for convolutional neural networks as plausible models of biological vision
D Heinke, P Wachman, W van Zoest, EC Leek - Vision Research, 2021 - Elsevier
Here we examine the plausibility of deep convolutional neural networks (CNNs) as a
theoretical framework for understanding biological vision in the context of image …
theoretical framework for understanding biological vision in the context of image …
Category learning can alter perception and its neural correlates
F Pérez-Gay Juárez, T Sicotte, C Thériault, S Harnad - PloS one, 2019 - journals.plos.org
Learned Categorical Perception (CP) occurs when the members of different categories
come to look more dissimilar (“between-category separation”) and/or members of the same …
come to look more dissimilar (“between-category separation”) and/or members of the same …