Decoding neural representational spaces using multivariate pattern analysis

JV Haxby, AC Connolly… - Annual review of …, 2014 - annualreviews.org
A major challenge for systems neuroscience is to break the neural code. Computational
algorithms for encoding information into neural activity and extracting information from …

[HTML][HTML] A common, high-dimensional model of the representational space in human ventral temporal cortex

JV Haxby, JS Guntupalli, AC Connolly, YO Halchenko… - Neuron, 2011 - cell.com
We present a high-dimensional model of the representational space in human ventral
temporal (VT) cortex in which dimensions are response-tuning functions that are common …

The representation of biological classes in the human brain

AC Connolly, JS Guntupalli, J Gors… - Journal of …, 2012 - Soc Neuroscience
Evidence of category specificity from neuroimaging in the human visual system is generally
limited to a few relatively coarse categorical distinctions—eg, faces versus bodies, or …

[图书][B] Distributed neural systems for face perception

JV Haxby, MI Gobbini - 2011 - books.google.com
Face perception plays a central role in social communication and is, arguably, one of the
most sophisticated visual perceptual skills in humans. Consequently, face perception has …

The animacy continuum in the human ventral vision pathway

L Sha, JV Haxby, H Abdi, JS Guntupalli… - Journal of cognitive …, 2015 - direct.mit.edu
Major theories for explaining the organization of semantic memory in the human brain are
premised on the often-observed dichotomous dissociation between living and nonliving …

Précis of after phrenology: neural reuse and the interactive brain

ML Anderson - Behavioral and Brain Sciences, 2016 - cambridge.org
Neural reuse is a form of neuroplasticity whereby neural elements originally developed for
one purpose are put to multiple uses. A diverse behavioral repertoire is achieved by means …

Physical distance to sensory-motor landmarks predicts language function

X Wang, K Krieger-Redwood, M Zhang, Z Cui… - Cerebral …, 2023 - academic.oup.com
Auditory language comprehension recruits cortical regions that are both close to sensory-
motor landmarks (supporting auditory and motor features) and far from these landmarks …

Examining similarity structure: multidimensional scaling and related approaches in neuroimaging

SV Shinkareva, J Wang… - … and mathematical methods …, 2013 - Wiley Online Library
This paper covers similarity analyses, a subset of multivariate pattern analysis techniques
that are based on similarity spaces defined by multivariate patterns. These techniques offer …

On the rational boundedness of cognitive control: Shared versus separated representations

One of the most fundamental and striking limitations of human cognition appears to be a
constraint in the number of control-dependent processes that can be executed at one time …

What makes different people's representations alike: neural similarity space solves the problem of across-subject fMRI decoding

RDS Raizada, AC Connolly - Journal of cognitive neuroscience, 2012 - direct.mit.edu
A central goal in neuroscience is to interpret neural activation and, moreover, to do so in a
way that captures universal principles by generalizing across individuals. Recent research …