Frontiers

Multimodal machine learning to predict response to ultrasound-guided botulinum and vibration therapy in muscle spasticity a clinical and imaging correlation study

1 Department of Rehabilitation Medicine, Anshun City People’s Hospital, Anshun, China 2 Department of Neurology, Fujian Provincial Geriatric Hospital, Fuzhou, China Background: Muscle spasticity ...
IEEE

Communication-Efficient Network Topology in Decentralized Learning: A Joint Design of Consensus Matrix and Resource Allocation

Abstract: In decentralized machine learning over a network of workers, each worker updates its local model as a weighted average of its local model and all models received from its neighbors.
IEEE

Advanced Three-Dimensional Acoustic Vector Sensor System: Physically-Informed Machine Learning-Driven Frequency Response Flattening and Multi-Axis Correlation Noise Optimization

Abstract: In this paper, a digital three-dimensional acoustic vector sensor system is proposed to enhance the frequency response flattening and noise handling performance through advanced signal ...