Original ResearchPublished 10 February 2026Hybrid EEG-fNIRS phoneme classification based on imagined and perceived speechManuel Hons · Silvia Erika Kober · Selina Christin Wriessnegger · Guilherme WoodFrontiers in Neuroergonomicsdoi 10.3389/fnrgo.2026.1696865