Decoding dynamic brain patterns from evoked responses: A tutorial on multivariate pattern analysis applied to time series neuroimaging data

T Grootswagers, SG Wardle… - Journal of cognitive …, 2017 - direct.mit.edu
Multivariate pattern analysis (MVPA) or brain decoding methods have become standard
practice in analyzing fMRI data. Although decoding methods have been extensively applied …

Understanding human object vision: a picture is worth a thousand representations

S Bracci, HP Op de Beeck - Annual review of psychology, 2023 - annualreviews.org
Objects are the core meaningful elements in our visual environment. Classic theories of
object vision focus upon object recognition and are elegant and simple. Some of their …

The organization and operation of inferior temporal cortex

BR Conway - Annual review of vision science, 2018 - annualreviews.org
Inferior temporal cortex (IT) is a key part of the ventral visual pathway implicated in object,
face, and scene perception. But how does IT work? Here, I describe an organizational …

[图书][B] Cognitive neuroscience of language

D Kemmerer - 2022 - taylorfrancis.com
Cognitive Neuroscience of Language provides an up-to-date, wide-ranging, and
pedagogically practical survey of the most important developments in this exciting field. It …

Hyperalignment: Modeling shared information encoded in idiosyncratic cortical topographies

JV Haxby, JS Guntupalli, SA Nastase, M Feilong - elife, 2020 - elifesciences.org
Information that is shared across brains is encoded in idiosyncratic fine-scale functional
topographies. Hyperalignment captures shared information by projecting pattern vectors for …

[HTML][HTML] Decoding the brain: Neural representation and the limits of multivariate pattern analysis in cognitive neuroscience

JB Ritchie, DM Kaplan, C Klein - The British journal for the …, 2019 - journals.uchicago.edu
Since its introduction, multivariate pattern analysis (MVPA), or 'neural decoding', has
transformed the field of cognitive neuroscience. Underlying its influence is a crucial …

Evidence for a deep, distributed and dynamic code for animacy in human ventral anterior temporal cortex

TT Rogers, CR Cox, Q Lu, A Shimotake, T Kikuchi… - elife, 2021 - elifesciences.org
How does the human brain encode semantic information about objects? This paper
reconciles two seemingly contradictory views. The first proposes that local neural …

Disentangling representations of object shape and object category in human visual cortex: The animate–inanimate distinction

D Proklova, D Kaiser, MV Peelen - Journal of cognitive neuroscience, 2016 - direct.mit.edu
Abstract Objects belonging to different categories evoke reliably different fMRI activity
patterns in human occipitotemporal cortex, with the most prominent distinction being that …

Remembering the living: Episodic memory is tuned to animacy

JS Nairne, JE VanArsdall… - Current Directions in …, 2017 - journals.sagepub.com
Human cognition is sensitive to the distinction between living and nonliving things. Animacy
plays a role in language comprehension, reasoning, the organization of knowledge, and …

Extensive childhood experience with Pokémon suggests eccentricity drives organization of visual cortex

J Gomez, M Barnett, K Grill-Spector - Nature human behaviour, 2019 - nature.com
The functional organization of human high-level visual cortex, such as the face-and place-
selective regions, is strikingly consistent across individuals. An unanswered question in …