Advanced Research Project Team
Current- Develops ML models to interpret human perception from EEG data, generating perceptual embeddings to enhance generative AI applications-Builds hierarchical learning structures to train models on increasingly complex perceptual tasks, improving adaptability and learning efficiency-Advances diffusion models and neural interfaces with perceptual embeddings, enabling applications in prosthetics, virtual reality, and interactive AI systems-Partners with UIUC and USC teams, focusing on model development at UCLA while supporting multi-institutional data collection efforts