Independent Component Analysis of Electroencephalographic Data

By Scott Makeig, Anthony J. Bell, Tzyy-Ping Jung, Terrence J. Sejnowski. 1995

Subfields: Cognitive Neuroscience, Neuroscience, Signal Processing

Citations in the corpus

• Aperiodic neural timescales in prefrontal cortex dilate with increased task abstraction (2025, unknown): “Data were epoched from -1000 to +2000 ms around stimulus onset before inspection for noisy epochs, rejection and interpolation of noisy channels, and rejection of eyeblinks using extended info-max independent component analysis (ICA)(37).”
• Neural investigation of default effects on decision-making under uncertainty (2026, unknown): “Independent component analysis (ICA), as introduced by Makeig et al. 53 , was conducted to eliminate eye movement and blink artifacts.”
• Monitoring pilot trainees’ cognitive control under a simulator-based training process with EEG microstate analysis (2024, unknown): “MARA was applied to identify and remove the IC components 52 having more than 40 % chance to be labeled as artifacts (eye-blink, eye-movement, muscle-generated, and other artifacts).”