EEG based emotion recognition: A tutorial and review

X Li, Y Zhang, P Tiwari, D Song, B Hu, M Yang… - ACM Computing …, 2022 - dl.acm.org
Emotion recognition technology through analyzing the EEG signal is currently an essential
concept in Artificial Intelligence and holds great potential in emotional health care, human …

[HTML][HTML] The influences of emotion on learning and memory

CM Tyng, HU Amin, MNM Saad, AS Malik - Frontiers in psychology, 2017 - frontiersin.org
Emotion has a substantial influence on the cognitive processes in humans, including
perception, attention, learning, memory, reasoning, and problem solving. Emotion has a …

EEG emotion recognition using fusion model of graph convolutional neural networks and LSTM

Y Yin, X Zheng, B Hu, Y Zhang, X Cui - Applied Soft Computing, 2021 - Elsevier
In recent years, graph convolutional neural networks have become research focus and
inspired new ideas for emotion recognition based on EEG. Deep learning has been widely …

EEG emotion recognition using dynamical graph convolutional neural networks

T Song, W Zheng, P Song, Z Cui - IEEE Transactions on …, 2018 - ieeexplore.ieee.org
In this paper, a multichannel EEG emotion recognition method based on a novel dynamical
graph convolutional neural networks (DGCNN) is proposed. The basic idea of the proposed …

Neuromarketing tools used in the marketing mix: A systematic literature and future research agenda

AH Alsharif, NZM Salleh, M Abdullah… - Sage …, 2023 - journals.sagepub.com
Although neuromarketing research has developed, the current studies lack to provide
comprehensive insights into neuromarketing and marketing mix. Therefore, this study has …

Consumer behaviour to be considered in advertising: A systematic analysis and future agenda

AH Alsharif, NZM Salleh, SA Al-Zahrani… - Behavioral …, 2022 - mdpi.com
In the past decade, neurophysiological and physiological tools have been used to explore
consumer behaviour toward advertising. The studies into brain processes (eg, emotions …

Emotion and the prefrontal cortex: An integrative review.

ML Dixon, R Thiruchselvam, R Todd… - Psychological …, 2017 - psycnet.apa.org
The prefrontal cortex (PFC) plays a critical role in the generation and regulation of emotion.
However, we lack an integrative framework for understanding how different emotion-related …

Deeply felt affect: The emergence of valence in deep active inference

C Hesp, R Smith, T Parr, M Allen, KJ Friston… - Neural …, 2021 - direct.mit.edu
The positive-negative axis of emotional valence has long been recognized as fundamental
to adaptive behavior, but its origin and underlying function have largely eluded formal …

ASCERTAIN: Emotion and personality recognition using commercial sensors

R Subramanian, J Wache, MK Abadi… - IEEE Transactions …, 2016 - ieeexplore.ieee.org
We present ASCERTAIN-a multimodal databaASe for impliCit pERsonaliTy and Affect
recognitIoN using commercial physiological sensors. To our knowledge, ASCERTAIN is the …

Consumer behaviour through the eyes of neurophysiological measures: State‐of‐the‐art and future trends

P Cherubino, AC Martinez-Levy… - Computational …, 2019 - Wiley Online Library
The new technological advances achieved during the last decade allowed the scientific
community to investigate and employ neurophysiological measures not only for research …