Author

Vanessa Moscardó

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Open access Oct 2026

Implementation and Evaluation of an Efficient RAG System in Resource-Constrained Environments

With the goal of facilitating efficient access to data to support the development of new R&D&I initiatives, this paper presents an information retrieval RAG-based system for projects funded by the Horizon 2020 program domain through multiple configurations and specific adaptations, considering CPU-only hardware demand....

Ernesto Moltó, D. Ruiz, Vanessa Moscardó et al. · Big Data and Cognitive Compu... · 0 citations

Open access Sep 2026

Non-unitary reproducibility of an EEG-DMN-like sensor-level proxy: metric-family, task-window and paradigm effects across internally oriented tasks.

BACKGROUND Posterior α suppression, frontal θ enhancement and fronto-posterior α-band coupling are routinely interpreted together as an 'EEG-DMN-like' rest-to-task marker. Whether they replicate as a unitary pattern or dissociate across metric families, task windows and cognitive paradigms remains insufficiently charac...

Salvador Herrera-Pérez, Vanessa Moscardó, Patricia López Mases et al. · NeuroImage · 0 citations