Decoding Emotional Valence from EEG in Immersive Virtual Reality

Participants' EEG data were collected synchronously while they were watching virtual reality clips. Then, EEG features of the energy spectrum, differential ...

As a rapidly growing field of research, EEG-based affective computing in immersive VR is gradually transitioning from traditional statistical analysis to ...

Decoding subjective emotional arousal from EEG during an ... - eLife

Here, the authors combine EEG with virtual reality (VR) to give experimental participants a roller coaster ride with high immersion. The ride, ...

Decoding Emotional Valence from EEG in Immersive Virtual Reality

Request PDF | On Nov 7, 2022, Guanxiong Pei and others published Decoding Emotional Valence from EEG in Immersive Virtual Reality | Find, read and cite all ...

Decoding subjective emotional arousal from EEG during ... - PubMed

Immersive virtual reality (VR) enables naturalistic neuroscientific studies while maintaining experimental control, but dynamic and ...

Decoding subjective emotional arousal from EEG during an ...

Abstract. Immersive virtual reality (VR) enables naturalistic neuroscientific studies while maintaining experimental control, but dynamic and interactive ...

Decoding Emotional Valence from EEG in Immersive Virtual Reality

Decoding Emotional Valence from EEG in Immersive Virtual Reality ; Suhaimi N.S., Mountstephens J., Teo J. ; Q1. eLife Sciences Publications.

Decoding Subjective Emotional Arousal during a Naturalistic VR ...

With the LSTM-based model, subjective EA could be predicted significantly above chance level. This demonstrates a novel EEG-based decoding approach for ...

EEG-based Emotion Recognition in Immersive Virtual Reality

... This research was proposed by Pei et al. (2023) to investigate how EEG signals can be used to distinguish between different emotional states in VR ...

EEG-based Cognitive-state Decoding for Interactive Virtual Reality

A novel EEG artifact suppression approach, specific to the prescribed VR interactions, was developed, implemented, and validated. Standard EEG ...

Decoding subjective emotional arousal from EEG during ... - bioRxiv

Immersive virtual reality (VR) enables naturalistic neuroscientific studies while maintaining ex- perimental control, but dynamic and ...

EEG-based Emotion Recognition in Immersive Virtual Reality

To induce the target emotional state of the participants, we established a relatively standard emotion-induced virtual reality video library.

Decoding subjective emotional arousal from EEG during ... - bioRxiv

We successfully combine EEG and a naturalistic immersive VR experience to extend previous findings on the neurophysiology of emotional arousal ...

Decoding subjective emotional arousal from eeg during an ... - eLife

Decoding subjective emotional arousal from eeg during an immersive virtual reality experience · Simon M Hofmann Is a corresponding author · Felix ...

Virtual Reality-enabled High-Performance Emotion Estimation with ...

Emotion recognition activities with VR and EEG contribute to improving user experience and engagement in metaverse environments. By capturing ...

Effective affective EEG-based indicators in emotion-evoking VR ...

The participants self-assessed their ground truth emotional state in terms of Arousal and Valence through a Self-Assessment Manikin. Gradient ...

Decoding episodic autobiographical memory in naturalistic virtual ...

The emergence and subsequent development of virtual reality (VR) has quickly demonstrated that fully ecological and immersive experimental ...

Decoding subjective emotional arousal from EEG during an ...

We successfully combine EEG and a naturalistic immersive VR experience to extend previous findings on the neurophysiology of emotional arousal towards real- ...

Linking brain–heart interactions to emotional arousal in immersive ...

Twenty-nine healthy adults (13 women, age: 26 ± 3) completed a VR experience that included rollercoasters while EEG and ECG were recorded.

[PDF] Assessing emotional responses induced in virtual reality using ...

The preliminary results show that statistically significant correlations between valence and arousal ratings of pictures and EEG bands are present but ...