Efficient Decoding of Affective States from Video-elicited EEG Signals: An Empirical Investigation
Affect decoding through brain-computer interfacing (BCI) holds great potential to capture
users' feelings and emotional responses via non-invasive electroencephalogram (EEG) …
users' feelings and emotional responses via non-invasive electroencephalogram (EEG) …
A perspective on electroencephalography sensors for brain-computer interfaces
This Perspective offers a concise overview of the current, state-of-the-art, neural sensors for
brain-machine interfaces, with particular attention towards brain-controlled robotics. We first …
brain-machine interfaces, with particular attention towards brain-controlled robotics. We first …
[HTML][HTML] Ensemble deep clustering analysis for time window determination of event-related potentials
Objective Cluster analysis of spatio-temporal event-related potential (ERP) data is a
promising tool for exploring the measurement time window of ERPs. However, even after …
promising tool for exploring the measurement time window of ERPs. However, even after …
Optimal number of clusters by measuring similarity among topographies for spatio-temporal ERP analysis
Averaging amplitudes over consecutive time samples (ie, time window) is widely used to
calculate the peak amplitude of event-related potentials (ERPs). Cluster analysis of the …
calculate the peak amplitude of event-related potentials (ERPs). Cluster analysis of the …
Brain Evoked Response Qualification Using Multi-set Consensus Clustering: Toward Single-trial EEG Analysis
Objective: Scalp electroencephalogram (EEG) provides a substantial amount of data about
information processing in the human brain. In the context of conventional event-related …
information processing in the human brain. In the context of conventional event-related …
Methods to extract multi-dimensional features of event-related brain activities from EEG data
G Zhang - JYU dissertations, 2021 - jyx.jyu.fi
Cognitive processes are studied, among others, by analyzing event-related
potentials/oscillations (ERPs/EROs) with various signal processing techniques. The …
potentials/oscillations (ERPs/EROs) with various signal processing techniques. The …
[PDF][PDF] LIST OF INCLUDED ARTICLES
IR Mahini, NKQ Zhang, T Hämäläinen… - Consensus Clustering for …, 2023 - jyx.jyu.fi
Electroencephalography (EEG) is a noninvasive neuroimaging technique that records
neurological brain activities via electrodes on the scalp, capturing voltage potentials …
neurological brain activities via electrodes on the scalp, capturing voltage potentials …