Realistic simulation of event-related potentials and their usual noise and interferences for pattern recognition
I Torres-Rodríguez, R Díaz-Amador… - Mexican Conference on …, 2023 - Springer
Simulated signals are commonly used to evaluate pattern recognition algorithms for event-
related potential estimation because it is difficult to obtain gold standard records. The …
related potential estimation because it is difficult to obtain gold standard records. The …
[HTML][HTML] Benchmarking of averaging methods using realistic simulation of evoked potentials
I Torres-Rodríguez, R Díaz-Amador… - Computación y …, 2024 - scielo.org.mx
The objective of this research is to conduct a comparative evaluation of various averaging
methods for estimating evoked potentials using realistic simulations. Simulated signals are …
methods for estimating evoked potentials using realistic simulations. Simulated signals are …
Generalization of data augmentation to reduce the number of epochs to average
IT Rodríguez, B Pérez, D Rodríguez, S Herrera… - ITEGAM …, 2024 - itegam-jetia.org
The waveform derived from averaging multiple EEG signal recordings during stimulation
represents an Event-Related Potential (ERP). When sensory stimuli are employed, the …
represents an Event-Related Potential (ERP). When sensory stimuli are employed, the …