Does data cleaning improve brain state classification?

By S. L. Meisler, Michael J. Kahana, Youssef Ezzyat. 2019

Subfields: Artificial Intelligence, Signal Processing

Citations in the corpus

• Insular intracranial activity identifies multiple facial expressions via diverse, intermixed temporal patterns at the single-contact level (2026, unknown): “Consider successful contact 39 as a representative example, where four expressions (disgust, fear, neutral, and happiness) were identified (Fig.”
• Intracranial EEG referencing for large-scale category-selective mapping in the human ventral occipito-temporal cortex (2025, unknown): “…site references, local references minimize inter-channel correlations, maximize task-related correlations, and increase signal-behavior decoding performance ( Li et al., 2018; S. Liu et al., 2021; Y. Liu et al., 2015; McCarty et al., 2022; Meisler et al., 2019; see also Mercier et al., 2017).”