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Project summary
Project summary
BCI4ALL: Brain-computer interfaces for people in Locked-in state and with disorders of consciousness
FEDER/FNR/OE funding through programs Programa Inovação e Transição Digital and Portuguese foundation for science and technology (FCT) - COMPETE2030-FEDER-00842800
BCI4ALL Project is a partnership between "Instituto de Sistemas e robótica - ISR-Coimbra (promoter), o Instituto Politécnico de Tomar - IPT (partner) and Universidade de Coimbra - CIBIT (partner)
Duration: 2025-05-01 to 2028-04-30 Budget: 249.955,20 € Project sheet
Project BCI4ALL aims to research and develop effective EEG-based BCIs for individuals in locked-in state (LIS) and completely LIS (CLIS). The focus is on machine learning methods to improve BCI usability, the use of tDCS for neuromodulation, and LLM-driven communication. It is also expected that researched techniques have the potential to be used for assessing patients with disorders of consciousness (DoC).
MAIN TASKS:
TASK1: Machine learning for highly non-stationary EEG signal with cross-session transfer-learning
TASK2: Transcranial direct current stimulation (TDCS) to enhance EEG discrimination
TASK3: Multilevel and multimodal interfaces for BCI and patient assessment: reflexive, perceptual and cognitive dimensions
TASK4: Using large language models for text and speech generation from BCI outputs and hybrid interfaces
Funding Information:
FCT: 2023.17977.ICDT ; SGO2023: 17094 ; COMPETE: COMPETE2030-FEDER-00842800FEDER/FNR/OE funding through programs Programa Inovação e Transição Digital and Portuguese foundation for science and technology (FCT) - COMPETE2030-FEDER-00842800
BCI4ALL Project is a partnership between "Instituto de Sistemas e robótica - ISR-Coimbra (promoter), o Instituto Politécnico de Tomar - IPT (partner) and Universidade de Coimbra - CIBIT (partner)
Duration: 2025-05-01 to 2028-04-30 Budget: 249.955,20 € Project sheet
Consortium
Consortium
End-users collaborating Institutions
End-users collaborating Institutions
Promoter
Promoter
Partner
Partner
Partner
Partner
ULS S. João - Unidade de Serviços Paliativos
ULS de Coimbra - Centro de Reabilitação Rovisco Pais
Associação Portuguesa de Esclerose Lateral Amiotrófica
News
News
We had three papers accepted for publication at the IEEE ENBENG2025 Conference! Congrats to all the teams!
Our paper "Generalization of Machine and Deep Learning Models for Brain-Computer Interfaces Across Sessions and Paradigms in a Completely Locked-In Patient" has been accepted for publication at ROMAN2025! Congrats to the team, specially to Luis Garrote!
Official Project Kick-off meeting, 12 june, 2025! The meeting was attended by all BCI4ALL project members from the three institutions.
Portuguese meeting: Encontro Prospetivo: Tecnologias de Apoio em Portugal, May, 9, 2025, Polytechnic Institute of Tomar, https://sites.google.com/view/tapep2025 Registration ends May, 2 !
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