Domain adaptation for robust workload level alignment between sessions and subjects using fNIRS - Lyu, Boyang; Pham, Thao; Blaney, Giles; Haga, Zachary; Sassaroli, Angelo; Fantini, Sergio; Aeron, Shuchin (Journal of biomedical optics, 2021)
Keywords: Accuracy; Adaptation; Alignment; Artificial neural networks; Classification; Data acquisition; Experiments; Infrared spectra; Infrared spectroscopy; Machine learning; Medical imaging; Memory tasks; Near infrared radiation; Neural networks; Recurrent neural networks; Short term memory; Signal processing; Special Series on Artificial Intelligence and Machine Learning in Biomedical Optics; Spectroscopy; Standard error; Support vector machines; Workload; Workloads; fused Gromov–Wasserstein; transient artifact reduction algorithm; fNIRS; back task; machine learning; Gromov–Wasserstein; n-back task