Neurology | Rehabilitation Medicine Time-frequency-space EEG decoding model based on dense graph convolutional network for stroke. June 10, 2024
Biomedical Engineering | Neurology Deep Autoencoder for Real-time Single-channel EEG Cleaning and its Smartphone Implementation using TensorFlow Lite with Hardware/software Acceleration. June 3, 2024
Biomedical Engineering | Neurology A systematic evaluation of Euclidean alignment with deep learning for EEG decoding. May 22, 2024
Biomedical Engineering | Neurology Assessing robustness to adversarial attacks in attention-based networks: Case of EEG-based motor imagery classification. May 9, 2024
Neurology | Neuroscience | Rehabilitation Medicine A two-stage transformer based network for motor imagery classification. May 2, 2024
Neurology Subject-Independent Deep Architecture for EEG-Based Motor Imagery Classification. February 9, 2024
Machine Learning | Neuroscience | Robotics Combining brain-computer interfaces with deep reinforcement learning for robot training: a feasibility study in a simulation environment. January 18, 2024
Biomedical Engineering | Computational Neuroscience | Neurology Enhancing EEG Artifact Removal Efficiency by Introducing Dense Skip Connections to IC-U-Net. December 12, 2023
Brain-Computer Interface (BCI) | Machine Learning | Neural Engineering Jump-GRS: a multi-phase approach to structured pruning of neural networks for neural decoding. July 10, 2023
Other Multi-band CNN with Band-dependent Kernels and Amalgamated Cross Entropy Loss for Motor Imagery Classification. July 6, 2023
Bioinformatics | Neurology The effects of layer-wise relevance propagation-based feature selection for EEG classification: a comparative study on multiple datasets. June 21, 2023
Biomedical Engineering | Neurology | Neuroscience | Neurosurgery The potential of convolutional neural networks for identifying neural states based on electrophysiological signals: experiments on synthetic and real patient data. June 19, 2023