Enhancing Emotion Recognition: EEG Evaluation and AI Models

Do you want to know Human Emotions? Real feelings?What are Physiological Signals?

How can we read them by AI?

Emotions play a crucial role in our daily lives, affecting decision-making, relationships, and mental health. But in fact they are complex physiological states that influence our thoughts, actions, and well-being.

Imagine if we can correctly identify each emotion - because they have a significant role in different areas.

Event Highlights:

• Understanding the Power of EEG: Explore how EEG captures direct neural activity, offering unparalleled reliability in decoding emotional states.
• Navigating the Research Landscape: Dive into the challenges posed by current scientific papers on EEG-based emotion recognition, revealing the lack of a common strategy for measuring algorithm performance.
• The Quest for State-of-the-Art: Uncover the difficulties in determining the state of the art in EEG-based emotion recognition and the gaps that exist in current methodologies.
• Revolutionizing Protocols: Witness the outcome of an extensive review of EEG-based emotion recognition research papers spanning from 2018 to 2023. Learn how this exploration led to the development of a unified evaluation protocol.
• Unified Framework: Gain insights into the groundbreaking unified framework that addresses crucial aspects such as working with EEG data, employing metrics, data preprocessing methods, data splitting, evaluation and the application of AI models.

Why Attend:

• Cutting-Edge Insights:Stay ahead in the field by understanding the latest advancements and challenges in EEG-based emotion recognition.
• Networking Opportunities: Connect with professionals, researchers, and enthusiasts passionate about the intersection of neuroscience and AI.
• Interactive Sessions: Engage in thought-provoking discussions, Q&A sessions, and hands-on activities to deepen your understanding of EEG applications.