State-of-the-art on brain-computer interface technology

J Peksa, D Mamchur - Sensors, 2023 - mdpi.com
This paper provides a comprehensive overview of the state-of-the-art in brain–computer
interfaces (BCI). It begins by providing an introduction to BCIs, describing their main …

Consumer-grade electroencephalogram and functional near-infrared spectroscopy neurofeedback Technologies for Mental Health and Wellbeing

K Flanagan, MJ Saikia - Sensors, 2023 - mdpi.com
Neurofeedback, utilizing an electroencephalogram (EEG) and/or a functional near-infrared
spectroscopy (fNIRS) device, is a real-time measurement of brain activity directed toward …

STGATE: Spatial-temporal graph attention network with a transformer encoder for EEG-based emotion recognition

J Li, W Pan, H Huang, J Pan, F Wang - Frontiers in Human …, 2023 - frontiersin.org
Electroencephalogram (EEG) is a crucial and widely utilized technique in neuroscience
research. In this paper, we introduce a novel graph neural network called the spatial …

Study on the psychological states of olfactory stimuli using electroencephalography and heart rate variability

T Laohakangvalvit, P Sripian, Y Nakagawa, C Feng… - Sensors, 2023 - mdpi.com
In the modern information society, people are constantly exposed to stress due to complex
work environments and various interpersonal relationships. Aromatherapy is attracting …

Enhancing Learning Experiences Through Artificial Intelligence: Classroom 5.0

L Coelho, SS Reis - … Pedagogy Through Micro and Adaptive Learning …, 2023 - igi-global.com
Artificial Intelligence (AI) has evolved rapidly since its inception in the 1950s, from simple
rule-based systems to today's advanced deep learning models. AI has impacted society in …

EEG Emotion Classification Based on Graph Convolutional Network

Z Fan, F Chen, X Xia, Y Liu - Applied Sciences, 2024 - mdpi.com
EEG-based emotion recognition is a task that uses scalp-EEG data to classify the emotion
states of humans. The study of EEG-based emotion recognition can contribute to a large …

Finding Inner Peace, Forging Inner Strength with GABA: the Intertwined Dance of Mental Relaxation and the Immune System

M Ruggiero - 2024 - preprints.org
This article describes a novel topical composition constituted by gamma-amino butyric acid
(GABA) and microbial chondroitin sulfate. This composition exhibits potential for non …

[PDF][PDF] Novel Framework for a Cybernetic Theory of General Intelligence and Information Field

NIK Zukowski - 2023 - escholarship.org
This project develops a framework for computational general intelligence that can be used to
build computational models, or world models, for machine intelligence and agent decision …

Novel Framework for a Cybernetic Theory of General Intelligence and Information Field Theory for Strong AI Research and Development-Virtual Neurons Are All You …

NIK Zukowski - 2023 - escholarship.org
This project develops a framework for computational general intelligence that can be used to
build computational models, or world models, for machine intelligence and agent decision …

[PDF][PDF] EEGEMO: Online Learning for Emotion Classification using Multimodal (EEG, PPG, EDA) Sensors

B Arnrich - hpi.de
Background: Patients with epilepsy can report self-prediction of their seizures by observing
their affectivity. A pre-emptive therapy can be incorporated by objectively analyzing the …