A smart virtual keyboard to improve communication of locked-in patients

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Alessia Lucia Prete, Paolo Andreini, Simone Bonechi, Monica Bianchini

Published: 01 Jan 2025, Last Modified: 01 Aug 2025Comput. Stand. Interfaces 2025EveryoneRevisionsBibTeXCC BY-SA 4.0
Abstract: Highlights•Integrating advanced ML in AAC to boost accessibility for people with disabilities.•Deep learning, RNNs and LLMs, enhances typing on BrainControl’s virtual keyboard.•GPT-2 Ita outperforms current typing methods, showing a speed-up factor of 2.66.