Events2Join

Decoding Emotional Valence from Wearables


Decoding Emotional Valence from Wearables: Can Our Data Reveal ...

Title:Decoding Emotional Valence from Wearables: Can Our Data Reveal Our True Feelings? ... Abstract:Automatic detection and tracking of emotional ...

Decoding Emotional Valence from Wearables: Can Our Data Reveal ...

Our research aims to bridge the gap between laboratory-based studies and real-life settings by leveraging consumer-grade wearables and self- ...

Decoding Emotional Valence from Wearables: Can Our Data Reveal ...

The findings from our small-scale feasibility study shed light on the potential use of consumer-grade wearables for the automatic detection of ...

Decoding Emotional Valence from Wearables: Can Our Data Reveal ...

We used a sensor to measure participants' heart rate and a mood map where participants could report their emotional state. Results showed that the display of ...

Decoding Emotional Valence from Wearables: Can Our Data Reveal ...

This page is a summary of: Decoding Emotional Valence from Wearables: Can Our Data Reveal Our True Feelings? , September 2023, ACM (Association for Computing ...

EmoWear: Wearable Physiological and Motion Dataset for Emotion ...

They self-assessed their emotional valence, arousal, and dominance, as well as extra questions about the video clips. Also, we asked the ...

Closed-Loop Tracking and Regulation of Emotional Valence State ...

Ultimately, we envision future outcomes of this research to support alternative forms of self-therapy by using wearable machine interface architectures capable ...

(PDF) An Efficient Machine Learning-Based Emotional Valence ...

Recently, huge research effort has been put to develop efficient wearable EEG devices to be used by consumers in out of the lab scenarios. In ...

An Efficient Machine Learning-Based Emotional Valence ... - MDPI

Recently, huge research effort has been put to develop efficient wearable EEG devices to be used by consumers in out of the lab scenarios. In ...

Emotional valence sensing using a wearable facial EMG device

Emotion sensing using physiological signals in real-life situations can be practically valuable. Previous studies have developed wearable ...

Decoding Emotional Valence from EEG in Immersive Virtual Reality

Later, in 2022, a live automatic emotion recognition system was established to decode the real-time emotional states using the low-cost wearable EEG headset ...

Wearable-based human flow experience recognition enhanced by ...

This leads to the assumption that arousal is a reliable indicator for flow detection. In contrast, studies investigating emotional valence sensor data ...

Closed-loop tracking and regulation of emotional valence state from ...

Inspired by recent advances in wearable technologies which could measure various physiological signals from humans in the loop, there exists ...

Closed-Loop Tracking and Regulation of Emotional Valence State ...

In this study, we focus on improving comprehension of emotional valence regulation by proposing an architecture to track and regulate the ...

Decoding the neural signatures of valence and arousal ... - Frontiers

We evaluate different feature extraction and selection techniques and propose the optimal set of features and electrodes for emotion recognition. The images ...

Decoding Emotional Valence from Electroencephalographic ...

Abstract—We attempt to decode emotional valence from electroencephalographic rhythmic activity in a naturalistic set- ting. We employ a data-driven method ...

Decoding the neural signatures of valence and arousal from ...

This paper focuses on classifying emotions on the valence-arousal plane using various feature extraction, feature selection and machine learning techniques ...

Decoding Emotion Dimensions Arousal and Valence Elicited on ...

Using image-based stimulation may help to better understand low and high arousal/valence when analyzing event-related potentials (ERP), however, ...

Online Learning for Wearable EEG-Based Emotion Classification

Mean F1-Scores of 87% (Arousal) and 82% (Valence) were achieved for an immediate label setting. Additionally, the pipeline proved to be fast enough to achieve ...

Decoding auditory-evoked response in affective states using ...

Keywords: electroencephalogram, affective computing, emotion recognition, ear-eeg, wearable device ... affective states in the arousal-valence.