Brain-Computer Interface | Machine Learning | Neurology Working memory load recognition with deep learning time series classification. June 10, 2024
Neurology CT-Net: an interpretable CNN-Transformer fusion network for fNIRS classification. May 30, 2024
Neurology | Psychiatry Using dynamic spatio-temporal graph pooling network for identifying autism spectrum disorders in spontaneous functional infrared spectral sequence signals. May 5, 2024
Neurology | Pain Management Empirical comparison of deep learning models for fNIRS pain decoding. February 29, 2024
Biomedical Engineering | Neurology | Psychiatry Classification algorithm for fNIRS-based brain signals using convolutional neural network with spatiotemporal feature extraction mechanism. February 18, 2024
Biomedical Engineering | Machine Learning | Neurology Benchmarking framework for machine learning classification from fNIRS data. January 18, 2024
Geriatrics | Neurology | Psychiatry Mental workload classification using convolutional neural networks based on fNIRS-derived prefrontal activity. December 15, 2023
Geriatrics | Neurology | Rehabilitation Medicine Deep Learning Based Walking Tasks Classification in Older Adults using fNIRS. August 18, 2023
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