Identifying suitable brain regions and trial size segmentation for positive/negative emotion recognition

J Sorinas, MD Grima, JM Ferrandez… - International Journal of …, 2019 - World Scientific
The development of suitable EEG-based emotion recognition systems has become a main
target in the last decades for Brain Computer Interface applications (BCI). However, there …

Unraveling the development of an algorithm for recognizing primary emotions through electroencephalography

J Sorinas, JCF Troyano, JM Ferrández… - International Journal of …, 2023 - World Scientific
The large range of potential applications, not only for patients but also for healthy people,
that could be achieved by affective brain–computer interface (aBCI) makes more latent the …

Cortical asymmetries and connectivity patterns in the valence dimension of the emotional brain

J Sorinas, JC Fernandez-Troyano… - … journal of neural …, 2020 - World Scientific
Understanding the neurophysiology of emotions, the neuronal structures involved in
processing emotional information and the circuits by which they act, is key to designing …

Autoencoder Based Nonlinear Feature Extraction from EDA Signals for Emotion Recognition

YR Veeranki, LR Mercado-Diaz… - 2024 IEEE …, 2024 - ieeexplore.ieee.org
The field of emotion recognition plays a pivotal role in enhancing the quality and
effectiveness of human-computer interaction. Electrodermal Activity (EDA) signals, which …

A new model for the implementation of positive and negative emotion recognition

J Sorinasa, JC Fernandez-Troyano… - arXiv preprint arXiv …, 2019 - arxiv.org
The large range of potential applications, not only for patients but also for healthy people,
that could be achieved by affective BCI (aBCI) makes more latent the necessity of finding a …

Comparing EEG signals and emotions provoked by images with different aesthetic variables using emotive insight and neurosky mindwave

M Nedvědová, J Marek - 17th Conference on Applied Mathematics …, 2018 - dk.upce.cz
The paper is part of a broader study to verify some hypotheses about the relationship
between the aesthetic characteristics and the emotions that an image provokes. Here we will …

Brushstrokes of the emotional brain: cortical asymmetries for valence dimension

J Sorinas, JM Ferrández Vicente… - … Work-Conference on …, 2019 - Springer
Understanding the neurophysiology of emotions, the neuronal structures involved in the
processing of emotional information and the circuits by which they act, is key to design …