A novel non-invasive EEG-based system that can recognize all 26 alphabet letters by decoding neural signals associated with handwriting.

• First complete alphabet coverage in non-invasive BCI systems
• Curriculum-based Neural Spelling Framework translates brain activity to text
• Eliminates need for physical actions in text communication
• Potential breakthrough for assistive communication technology

This research offers transformative possibilities for individuals with communication impairments, enabling direct neural-to-text communication without invasive procedures—potentially revolutionizing assistive technology in medical settings.

Neural Spelling: A Spell-Based BCI System for Language Neural Decoding