The Neuro-Cardiac Symbiotic Engine: A Multimodal Fusion Architecture for Cognitive State Decoding via High-Performance Computing
Nayeli Bastidas-Benalcazar, Julián A. Calero-Apunte, Diego Almeida-Galarraga, Paulo Navas-Boada, Omar Alvarado-Cando, Andrés Tirado-Espín, Fernando Villalba-Meneses, Henry Carvajal Mora, Nathaly Orozco Garzón · 2026
Read The Neuro-Cardiac Symbiotic Engine: A Multimodal Fusion Architecture for Cognitive State Decoding via High-Performance Computing by Nayeli Bastidas-Benalcazar, Julián A. Calero-Apunte, Diego Almeida-Galarraga, Paulo Navas-Boada, Omar Alvarado-Cando, Andrés Tirado-Espín, Fernando Villalba-Meneses, Henry Carvajal Mora, Nathaly Orozco Garzón (2026) in the Tower of Babel, a free online library of public-domain works preserved in clean, searchable text. No sign-up. The full text is served as a plain-text file at a predictable URL, where text is present: https://antarctic-labs.com/tower-of-babel/pmc-13208311.txt.
Description
Nayeli Bastidas-Benalcazar and co-authors decode mental states from brain and heart signals in a 2026 paper. Brain only decoders often shift across tasks and people. Their system fuses fast EEG brain waves with slow heart rate patterns in one feature space. A supercomputer workflow handles the heavy signal work.
A few-shot calibration step aligns memory and piloting tasks for each person. On twenty-nine subjects, mean accuracy reaches over ninety-nine percent, far above a near thirty-eight percent zero-shot baseline, they report. Under high workload, the fused signals settle into a tight, low entropy pattern. The frame targets passive brain-computer interfaces.
Catalog record
| CREATOR | Nayeli Bastidas-Benalcazar, Julián A. Calero-Apunte, Diego Almeida-Galarraga, Paulo Navas-Boada, Omar Alvarado-Cando, Andrés Tirado-Espín, Fernando Villalba-Meneses, Henry Carvajal Mora, Nathaly Orozco Garzón |
|---|---|
| YEAR | 2026 |
| COLLECTION | PAPERS |
| FORMAT | TXT |
| FILE SIZE | 65 KB |
| VERSION | 1.0 |
| LICENSE | CC BY 4.0 |
| RIGHTS | CC BY |
| SOURCE | Europe PMC |