The neuroconnectionist research programme
Artificial neural networks (ANNs) inspired by biology are beginning to be widely used to
model behavioural and neural data, an approach we call 'neuroconnectionism'. ANNs have …
model behavioural and neural data, an approach we call 'neuroconnectionism'. ANNs have …
Peripheral vision in real-world tasks: A systematic review
Peripheral vision is fundamental for many real-world tasks, including walking, driving, and
aviation. Nonetheless, there has been no effort to connect these applied literatures to …
aviation. Nonetheless, there has been no effort to connect these applied literatures to …
Challenges to pooling models of crowding: Implications for visual mechanisms
A set of phenomena known as crowding reveal peripheral vision's vulnerability in the face of
clutter. Crowding is important both because of its ubiquity, making it relevant for many real …
clutter. Crowding is important both because of its ubiquity, making it relevant for many real …
How (not) to underestimate unconscious perception
M Michel - Mind & Language, 2023 - Wiley Online Library
Recent work questions whether previously reported unconscious perceptual effects are
genuinely unconscious, or due to weak conscious perception. Some philosophers and …
genuinely unconscious, or due to weak conscious perception. Some philosophers and …
Capsule networks as recurrent models of grou** and segmentation
Classically, visual processing is described as a cascade of local feedforward computations.
Feedforward Convolutional Neural Networks (ffCNNs) have shown how powerful such …
Feedforward Convolutional Neural Networks (ffCNNs) have shown how powerful such …
[HTML][HTML] Crowding reveals fundamental differences in local vs. global processing in humans and machines
Abstract Feedforward Convolutional Neural Networks (ffCNNs) have become state-of-the-art
models both in computer vision and neuroscience. However, human-like performance of …
models both in computer vision and neuroscience. However, human-like performance of …
Opposing effects of selectivity and invariance in peripheral vision
Sensory processing necessitates discarding some information in service of preserving and
reformatting more behaviorally relevant information. Sensory neurons seem to achieve this …
reformatting more behaviorally relevant information. Sensory neurons seem to achieve this …
Unlocking crowding by ensemble statistics
Summary In crowding, 1, 2, 3, 4, 5, 6, 7 objects that can be easily recognized in isolation
appear jumbled when surrounded by other elements. 8 Traditionally, crowding is explained …
appear jumbled when surrounded by other elements. 8 Traditionally, crowding is explained …
Global and high-level effects in crowding cannot be predicted by either high-dimensional pooling or target cueing
In visual crowding, the perception of a target deteriorates in the presence of nearby flankers.
Traditionally, target-flanker interactions have been considered as local, mostly deleterious …
Traditionally, target-flanker interactions have been considered as local, mostly deleterious …
Multidimensional feature interactions in visual crowding: When configural cues eliminate the polarity advantage
Crowding occurs when surrounding objects (flankers) impair target perception. A key
property of crowding is the weaker interference when target and flankers strongly differ on a …
property of crowding is the weaker interference when target and flankers strongly differ on a …