Special Patterns of Dynamic Brain Networks Discriminate Between Face and Non-face Processing: A Single-Trial EEG Study

Z Yin, Y Wang, M Dong, S Ren, H Hu, K Yin… - Frontiers in …, 2021 - frontiersin.org
… is a well-developed human capability, and thanks to it, we can recognize faces more quickly
and accurately than non-face objects in complex environments. In the past decades, the …

Visual object recognition from single-trial EEG signals using machine learning wrapper techniques

M Yavandhasani, F Ghaderi - IEEE Transactions on …, 2021 - ieeexplore.ieee.org
… Stimulus set included twelve images from each of the human face (HF), … of EEG channels
in visual object recognition task. In this application, we analyzed EEG signals in a single-trial

SingleTrial Decoding of Scalp EEG under Natural Conditions

G Tuckute, ST Hansen, N Pedersen… - Computational …, 2019 - Wiley Online Library
… of single-trial EEG responses contain information for successful category decoding between
human faces and objects and above chance object … activation during visual processing is a …

Peripheral preview abolishes N170 face-sensitivity at fixation: Using fixation-related potentials to investigate dynamic face processing

P De Lissa, G McArthur, S Hawelka, R Palermo… - Visual …, 2019 - Taylor & Francis
visual perception occurs through natural fixations, where we are often able to control the timing
and the targets of our visual processing… of the neural processing of faces and objects has …

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

T Grootswagers, AK Robinson, TA Carlson - NeuroImage, 2019 - Elsevier
… based on low-level visual features or abstract categories in … the temporal dynamics of visual
processing and categorical … objects, suggesting that individual stimuli were processed up …

Neural mechanisms of attentional control for objects: decoding EEG alpha when anticipating faces, scenes, and tools

S Noah, T Powell, N Khodayari, D Olivan… - Journal of …, 2020 - Soc Neuroscience
… over higher levels of cortical visual processing, such as attention to objects. In the present
study, … to objects by recording EEG from participants performing an anticipatory object attention …

[HTML][HTML] Investigating the Single Trial Detectability of Cognitive Face Processing by a Passive Brain-Computer Interface

R Pham Xuan, LM Andreessen… - Frontiers in …, 2022 - frontiersin.org
… evoke brain responses to object recognition and to the processing of abstract … visual attention,
eye blinks are suppressed. The suppression allows maintaining a stable visual perception

[HTML][HTML] Mapping the scene and object processing networks by intracranial EEG

K Vlcek, I Fajnerova, T Nekovarova… - Frontiers in Human …, 2020 - frontiersin.org
… of visual processing selectivity for scenes and objects based … a set of images displaying
objects, faces, and spatial scenes … was Scene or Object from the single-trial individual channel …

Tuning attention to object categories: Spatially global effects of attention to faces in visual processing

VS Störmer, MA Cohen, GA Alvarez - Journal of cognitive …, 2019 - direct.mit.edu
single-trial basis via complex Morlet wavelets (Störmer, Feng, Martinez, McDonald, & Hillyard,
2016). Single-trial … Then, single-trial spectral amplitudes were averaged separately for left- …

EEG-ConvTransformer for single-trial EEG-based visual stimulus classification

S Bagchi, DR Bathula - Pattern Recognition, 2022 - Elsevier
… that faces of humans and animals activate a similar region called the Fusiform Face Area (…
(PPA), and various man-made objects. In addition to these maximally responsive regions, the …