Using goal-driven deep learning models to understand sensory cortex

DLK Yamins, JJ DiCarlo - Nature neuroscience, 2016 - nature.com
Fueled by innovation in the computer vision and artificial intelligence communities, recent
developments in computational neuroscience have used goal-driven hierarchical …

The perception of relations

A Hafri, C Firestone - Trends in Cognitive Sciences, 2021 - cell.com
The world contains not only objects and features (red apples, glass bowls, wooden tables),
but also relations holding between them (apples contained in bowls, bowls supported by …

Attentional pooling for action recognition

R Girdhar, D Ramanan - Advances in neural information …, 2017 - proceedings.neurips.cc
We introduce a simple yet surprisingly powerful model to incorporate attention in action
recognition and human object interaction tasks. Our proposed attention module can be …

Disruptions of network connectivity predict impairment in multiple behavioral domains after stroke

JS Siegel, LE Ramsey, AZ Snyder… - Proceedings of the …, 2016 - National Acad Sciences
Deficits following stroke are classically attributed to focal damage, but recent evidence
suggests a key role of distributed brain network disruption. We measured resting functional …

A language of thought for the mental representation of geometric shapes

M Sablé-Meyer, K Ellis, J Tenenbaum, S Dehaene - Cognitive Psychology, 2022 - Elsevier
In various cultures and at all spatial scales, humans produce a rich complexity of geometric
shapes such as lines, circles or spirals. Here, we propose that humans possess a language …

A generative vision model that trains with high data efficiency and breaks text-based CAPTCHAs

D George, W Lehrach, K Kansky, M Lázaro-Gredilla… - Science, 2017 - science.org
INTRODUCTION Compositionality, generalization, and learning from a few examples are
among the hallmarks of human intelligence. CAPTCHAs (Completely Automated Public …

The Spatial Structure of Visual Attentio

CJ Downing, S Pinker - Attention and performance XI, 2016 - taylorfrancis.com
In two experiments we examined the distribution of attention across visual space and the
properties of the mental representation of space underlying visual attention. In Experiment 1 …

The conceptarc benchmark: Evaluating understanding and generalization in the arc domain

A Moskvichev, VV Odouard, M Mitchell - arXiv preprint arXiv:2305.07141, 2023 - arxiv.org
The abilities to form and abstract concepts is key to human intelligence, but such abilities
remain lacking in state-of-the-art AI systems. There has been substantial research on …

[图书][B] Supersizing the mind: Embodiment, action, and cognitive extension

A Clark - 2008 - books.google.com
Studies of mind, thought and reason have tended to marginalize the role of bodily form, real-
world action, and environmental backdrop. In recent years, both in philosophy and cognitive …

VLAT: Development of a Visualization Literacy Assessment Test

S Lee, SH Kim, BC Kwon - IEEE transactions on visualization …, 2016 - ieeexplore.ieee.org
The Information Visualization community has begun to pay attention to visualization literacy;
however, researchers still lack instruments for measuring the visualization literacy of users …