User profiles for Tijl Grootswagers

Tijl Grootswagers

MARCS Institute for Brain, Behaviour & Development, Western Sydney University
Verified email at westernsydney.edu.au
Cited by 1409

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 in …

The representational dynamics of visual objects in rapid serial visual processing streams

T Grootswagers, AK Robinson, TA Carlson - NeuroImage, 2019 - Elsevier
In our daily lives, we are bombarded with a stream of rapidly changing visual input. Humans
have the remarkable capacity to detect and identify objects in fast-changing scenes. Yet, …

[HTML][HTML] Human EEG recordings for 1,854 concepts presented in rapid serial visual presentation streams

T Grootswagers, I Zhou, AK Robinson, MN Hebart… - Scientific Data, 2022 - nature.com
The neural basis of object recognition and semantic knowledge has been extensively studied
but the high dimensionality of object space makes it challenging to develop overarching …

[HTML][HTML] A primer on running human behavioural experiments online

T Grootswagers - Behavior research methods, 2020 - Springer
Moving from the lab to an online environment opens up enormous potential to collect behavioural
data from thousands of participants with the click of a button. However, getting the first …

[PDF][PDF] Centering inclusivity in the design of online conferences—An OHBM–Open Science perspective

…, R Goswami, JD Griffiths, T Grootswagers… - …, 2021 - academic.oup.com
As the global health crisis unfolded, many academic conferences moved online in 2020. This
move has been hailed as a positive step towards inclusivity in its attenuation of economic, …

Untangling featural and conceptual object representations

T Grootswagers, AK Robinson, SM Shatek, TA Carlson - NeuroImage, 2019 - Elsevier
How are visual inputs transformed into conceptual representations by the human visual
system? The contents of human perception, such as objects presented on a visual display, can …

An introduction to time-resolved decoding analysis for M/EEG

TA Carlson, T Grootswagers, AK Robinson - arXiv preprint arXiv …, 2019 - arxiv.org
The human brain is constantly processing and integrating information in order to make decisions
and interact with the world, for tasks from recognizing a familiar face to playing a game …

Perceptual similarity of visual patterns predicts dynamic neural activation patterns measured with MEG

SG Wardle, N Kriegeskorte, T Grootswagers… - Neuroimage, 2016 - Elsevier
Perceptual similarity is a cognitive judgment that represents the end-stage of a complex
cascade of hierarchical processing throughout visual cortex. Previous studies have shown a …

Finding decodable information that can be read out in behaviour

T Grootswagers, RM Cichy, TA Carlson - NeuroImage, 2018 - Elsevier
Multivariate decoding methods applied to neuroimaging data have become the standard in
cognitive neuroscience for unravelling statistical dependencies between brain activation …

The influence of object-color knowledge on emerging object representations in the brain

…, GL Quek, AK Robinson, T Grootswagers… - Journal of …, 2020 - Soc Neuroscience
The ability to rapidly and accurately recognize complex objects is a crucial function of the
human visual system. To recognize an object, we need to bind incoming visual features, such …