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Explore the intersection of consciousness and artificial intelligence in this 45-minute conference talk examining how qualia—the subjective, experiential qualities of mental states—relate to symmetry principles in neural network architectures. Delve into cutting-edge research that bridges neuroscience, philosophy of mind, and machine learning as the speaker investigates whether computational systems can exhibit the phenomenal aspects of consciousness. Learn about theoretical frameworks connecting mathematical symmetries in neural networks to the emergence of subjective experience, and discover how these insights might inform both our understanding of biological consciousness and the development of more sophisticated AI systems. Gain exposure to interdisciplinary approaches that combine rigorous mathematical analysis with philosophical inquiry into the nature of conscious experience in both natural and artificial systems.
Syllabus
Qualia and Symmetry in Neural Networks
Taught by
Fields Institute