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