Unlocking Deep Learning: A BP-Free Approach for Parallel Block-Wise Training of Neural Networks

A Cheng, H **, Z Wang, X **ao, C Yin… - ICASSP 2024-2024 …, 2024 - ieeexplore.ieee.org
Backpropagation (BP) has been a successful optimization technique for deep learning
models. However, its limitations, such as backward-and update-locking, and its biological …

EEG Detection and Prediction of Freezing of Gait in Parkinson's Disease Based on Spatiotemporal Coherent Modes

J Li, Y Guo - IEEE Journal of Biomedical and Health Informatics, 2024 - ieeexplore.ieee.org
Objective: Freezing of gait (FOG) in Parkinson's disease has a complex neurological
mechanism. Compared with other modalities, electroencephalogram (EEG) can reflect FOG …