Author

J. A. Cantoral-Ceballos

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Open access Aug 2026

Systematic Comparison of Electroencephalography Feature Domains for Visual Stimuli Decoding with EEGNet and EEG Conformer

Electroencephalography-based visual decoding has important applications in brain–computer interfaces and cognitive neuroscience, yet the relative effectiveness of different feature extraction methods for sustained visual paradigms remains unclear due to the absence of standardized, multi-dataset comparative evaluations...

Cesar-Agustin Corona-Patricio, Carolina Reta, J. A. Cantoral-Ceballos · Applied Informatics · 0 citations

Review Open access Aug 2026

The Governance Gap in Contemporary LLM-Based Agentic Systems: A Structural Diagnostic Review

It is argued that reliability in agentic systems is shaped not only by model performance or prompt design, but also by whether the boundaries linking probabilistic reasoning to persistent state, orchestration, and execution are governed by explicit structural conditions.

Christopher Valdez-Cantú, J. A. Cantoral-Ceballos, Joanna Alvarado-Uribe · Applied Informatics · 0 citations