Neurology Explainable artificial intelligence model to predict brain states from fNIRS signals. February 6, 2023
Neurology | Psychiatry Towards assessing subcortical “deep brain” biomarkers of PTSD with functional near-infrared spectroscopy. November 2, 2022
Neurology | Rehabilitation Medicine MCFHNet: Multi-Channel Fusion Hybrid Network for Efficient EEG-fNIRS Multi-modal Motor Imagery Decoding. October 21, 2022
Neurology | Neuroscience EEG-fNIRS-based hybrid image construction and classification using CNN-LSTM. September 19, 2022
Neurology | Psychiatry Deep neural network to differentiate brain activity between patients with euthymic bipolar disorders and healthy controls during verbal fluency performance: A multichannel near-infrared spectroscopy study. September 11, 2022
Biomedical Engineering | Neurology | Robotics Noninvasive Human-Computer Interface Methods and Applications for Robotic Control: Past, Current, and Future. June 20, 2022
Neurology | Rehabilitation Medicine Analyzing Classification Performance of fNIRS-BCI for Gait Rehabilitation Using Deep Neural Networks. March 10, 2022
Biomedical Engineering | Neurology | Neuroscience FGANet: fNIRS-guided Attention Network for Hybrid EEG-fNIRS Brain-Computer Interfaces. February 7, 2022
Biomedical Engineering | Neurology A bimodal deep learning architecture for EEG-fNIRS decoding of overt and imagined speech. December 7, 2021
Epileptology | Neuroimaging | Neurology Multimodal Autoencoder Predicts fNIRS Resting State From EEG Signals. August 11, 2021
Biomedical Engineering | Neuroscience An effective classification framework for brain-computer interface system design based on combining of fNIRS and EEG signals. May 20, 2021