NeuroLM: Revolutionizing EEG Analysis with AI | First Universal Multi-task Foundation Model

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  • Опубліковано 10 лют 2025
  • 🧠 Breaking Barriers in Medical AI: Teaching Language Models to Understand Brain Signals
    ⚡️ In this video, we explore NeuroLM - the groundbreaking model from Microsoft Research & Shanghai Jiao Tong University that bridges EEG signals and language understanding.
    Key Highlights:
    📊 Massive Scale: Trained on 25,000 hours of EEG data
    💡 Innovation: First multi-task foundation model for EEG
    🔬 Technical Breakthrough: 1.7B parameters for brain signal processing
    🏥 Clinical Impact: Validated on 6 critical medical tasks
    Deep Dive into:
    🧪 Text-aligned neural tokenizer technology
    🔄 Multi-channel autoregressive pre-training
    🎯 Joint instruction tuning capabilities
    📈 Performance across diverse medical applications
    Research Applications:
    💫 Brain-Computer Interfaces
    💤 Sleep Analysis
    🎭 Emotion Recognition
    ⚕️ Clinical Diagnostics
    📊 Workload Assessment
    #MedicalAI #NeuralNetworks #Healthcare #BrainComputerInterface

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