Decoding Emotional Valence from Wearables

Distinct populations of neurons respond to emotional valence and ...

We observed that 17% of neurons responded to emotional valence and arousal of visual stimuli according to individual ratings. The activity of some neurons was ...

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 ...

Music-Emotion: Towards automated real-time recognition of affective ...

emotional valence and arousal based on known patterns in the brain activity. ... the feasibility of performing real-time Emotion-Recognition with a wearable ...

Decoding Emotions: Unveiling the Potential of Facial Landmarks

These methods, using emotional adjectives or dimensions of valence and ... physiology using wearables. Sci Data, 9(1), 158. https://doi.org/10.1038/s41597 ...

Valence (psychology) - Wikipedia

Valence, also known as hedonic tone, is a characteristic of emotions that determines their emotional affect (intrinsic appeal or repulsion).

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

Decoding auditory-evoked response in affective states using wearable around ... affective states in the arousal-valence domain evoked in response to auditory ...

the cerebral representation of emotional voice cues described in ...

... emotional voice decoding such as the amygdalae (Wiethoff et al., 2009) ... On average, judgments of emotional valence replicated valence categories ...

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

In a study with human participants, strangers and romantically involved touchers delivered emotional messages to receivers' forearms. Physical ...

Video‐triggered EEG‐emotion public databases and current methods

... decode emotions in valence dimension. However, in the video‐triggered emotion recognition, it is difficult to determine and control the emotion‐inducing ...

EEG‐Based Emotion Recognition: A State‐of‐the‐Art Review of ...

Recent developments in using electroencephalography (EEG) for emotion recognition have garnered strong interest from the research community as ...

Advancing Emotion Theory with Multivariate Pattern Classification

Using classifiers constructed to decode the experience of valence and/or arousal, whole brain activation patterns revealed a common neural ...

Decoding Emotional Valence from Electroencephalographic ...

A detailed investigation of the classifier provides insight into the neuronal sources related with emotional valence, and the individual differences of the ...

Can a wearable track emotion? How InTruth aims to train your ...

NG: "At a high level, emotion is the combination of arousal and valence. Most wearables on the market that track fitness and sleep measure ...

Decoding Musical Valence And Arousal: Exploring The Neural ...

Its effects on emotion regulation and reward have attracted much attention in cognitive and affective neuroscience. Understanding the neural ...