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Oiwi Parker Jones

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• A Systematic Evaluation of Sample-Level Tokenization Strategies for MEG Foundation Models
• MEG-XL: Data-Efficient Brain-to-Text via Long-Context Pre-Training
• Gated Uncertainty-Aware Runtime Dual Invariants for Neural Signal-Controlled Robotics