2 citations · 2 across the 3 of their papers we have counts for
4 papers
Temporal Streaming Batch Principal Component Analysis for Time Series Classification
Enshuo Yan, Huachuan Wang, Weihao Xia
In multivariate time series classification, although current sequence analysis models have excellent classification capabilities, they show significant shortcomings when dealing wi…
Adaptively Solving the Local-Minimum Problem for Deep Neural Networks
Huachuan Wang, James Ting-Ho Lo
This paper aims to overcome a fundamental problem in the theory and application of deep neural networks (DNNs). We propose a method to solve the local minimum problem in training D…
Low-Order Model of Biological Neural Networks
Huachuan Wang, James Ting-Ho Lo
A biologically plausible low-order model (LOM) of biological neural networks is a recurrent hierarchical network of dendritic nodes/trees, spiking/nonspiking neurons, unsupervised/…
Building Deep Learning Models to Predict Mortality in ICU Patients
Huachuan Wang, Yuanfei Bi
Mortality prediction in intensive care units is considered one of the critical steps for efficiently treating patients in serious condition. As a result, various prediction models…