Apr 6, 2024 · EEG data is captured using a multi-channel sensor system to discern brain activity patterns. We propose a novel two-stream neural network ...

We propose a novel two-stream neural network employing a Bi-Hemispheric approach for emotion inference, surpassing baseline methods and enhancing emotion ...

Sep 6, 2024 · We propose a novel two-stream neural network employing a Bi-Hemispheric approach for emotion inference, surpassing baseline methods and ...

Jul 14, 2024 · We present a multimodel system for independent affect recognition using deep neural networks. Using the DEAP data set, features are extracted ...

May 20, 2024 · The key innovation is a new two-stream neural network that analyzes the EEG data from both sides of the brain (a "Bi-Hemispheric" approach) to ...

Emotion classification through EEG signals plays a significant role in psychology, neuroscience, and human-computer interaction. This paper addresses the ...

Towards Bi-Hemispheric Emotion Mapping through EEG: A Dual-Stream Neural Network Approach ... This is a preprint. See "About preprints" page for more details.

May 21, 2024 · Towards Bi-Hemispheric Emotion Mapping through EEG: A Dual-Stream Neural Network Approach. https://arxiv.org/abs/2405.09551.

Towards Bi-Hemispheric Emotion Mapping through EEG: A Dual-Stream Neural Network Approach​. 14 views · 4 months ago ...more. David Freire Obregón. 20.

Article "Towards Bi-Hemispheric Emotion Mapping Through EEG: A Dual-Stream Neural Network Approach" Detailed information of the J-GLOBAL is an information ...