Cognitive computational neuroscience

N Kriegeskorte, PK Douglas - Nature neuroscience, 2018 - nature.com
To learn how cognition is implemented in the brain, we must build computational models
that can perform cognitive tasks, and test such models with brain and behavioral …

The functional architecture of the ventral temporal cortex and its role in categorization

K Grill-Spector, KS Weiner - Nature Reviews Neuroscience, 2014 - nature.com
Visual categorization is thought to occur in the human ventral temporal cortex (VTC), but
how this categorization is achieved is still largely unknown. In this Review, we consider the …

THINGS-data, a multimodal collection of large-scale datasets for investigating object representations in human brain and behavior

MN Hebart, O Contier, L Teichmann, AH Rockter… - Elife, 2023 - elifesciences.org
Understanding object representations requires a broad, comprehensive sampling of the
objects in our visual world with dense measurements of brain activity and behavior. Here …

Contrastive learning explains the emergence and function of visual category-selective regions

JS Prince, GA Alvarez, T Konkle - Science Advances, 2024 - science.org
Modular and distributed coding theories of category selectivity along the human ventral
visual stream have long existed in tension. Here, we present a reconciling framework …

Emotions and brain function are altered up to one month after a single high dose of psilocybin

FS Barrett, MK Doss, ND Sepeda, JJ Pekar… - Scientific reports, 2020 - nature.com
Psilocybin is a classic psychedelic compound that may have efficacy for the treatment of
mood and substance use disorders. Acute psilocybin effects include reduced negative …

Characterizing functional pathways of the human olfactory system

G Zhou, G Lane, SL Cooper, T Kahnt, C Zelano - elife, 2019 - elifesciences.org
The central processing pathways of the human olfactory system are not fully understood.
The olfactory bulb projects directly to a number of cortical brain structures, but the distinct …

Real-life neuroscience: an ecological approach to brain and behavior research

SG Shamay-Tsoory… - … on Psychological Science, 2019 - journals.sagepub.com
Owing to advances in neuroimaging technology, the past couple of decades have witnessed
a surge of research on brain mechanisms that underlie human cognition. Despite the …

A revised neural framework for face processing

B Duchaine, G Yovel - Annual review of vision science, 2015 - annualreviews.org
Face perception relies on computations carried out in face-selective cortical areas. These
areas have been intensively investigated for two decades, and this work has been guided by …

Are we face experts?

AW Young, AM Burton - Trends in cognitive sciences, 2018 - cell.com
According to a widely used theoretical perspective, our everyday experiences lead us to
become natural experts at perceiving and recognising human faces. However, there has …

The primacy of behavioral research for understanding the brain.

Y Niv - Behavioral Neuroscience, 2021 - psycnet.apa.org
Understanding the brain requires us to answer both what the brain does, and how it does it.
Using a series of examples, I make the case that behavior is often more useful than …