High-performing neural networks for vision have dramatically advanced our ability to
account for neural data in biological systems. Recently, further improvement in performance …

We hypothesize that high-level visual representations contain more than the representation
of individual categories: they represent complex semantic information inherent in scenes …

What comparing deep neural networks can teach us about human vision | Nature Machine
Intelligence Skip to main content Thank you for visiting nature.com. You are using a browser …

Humans can recognize and communicate about many actions performed by others. How are
actions organized in the mind, and is this organization shared across vision and language …

Studying brain function often involves controling stimuli and recording neural responses.
This approach has significantly advanced our understanding of sensory processing …

In this paper, we explore the psychological relevance, similarity to brain representations,
and subject-invariance of latent space representations in generative models. Using fMRI …