Výsledky vyhledávání

Report

Spiking Neural Network Enhanced Hand Gesture Recognition Using Low-Cost Single-photon Avalanche Diode Array

Autor: Zang, Zhenya, Li, Xingda, Li, David Day Uei

We present a compact spiking convolutional neural network (SCNN) and spiking multilayer perceptron (SMLP) to recognize ten different gestures in dark and bright light environments, using a $9.6 single-photon avalanche diode (SPAD) array. In our hand

Externí odkaz: http://arxiv.org/abs/2402.05441

Zobrazit plný text záznamu

Report

Enhancing Blood Flow Assessment in Diffuse Correlation Spectroscopy: A Transfer Learning Approach with Noise Robustness Analysis

Autor: Chen, Xi, Li, Xingda

Diffuse correlation spectroscopy (DCS) is an emerging noninvasive technique that measures the tissue blood flow, by using near-infrared coherent point-source illumination to detect spectral changes. While machine learning has demonstrated significant

Externí odkaz: http://arxiv.org/abs/2401.05580

Zobrazit plný text záznamu

Report

Fast Cerebral Blood Flow Analysis via Extreme Learning Machine

Autor: Chen, Xi, Zang, Zhenya, Li, Xingda

We introduce a rapid and precise analytical approach for analyzing cerebral blood flow (CBF) using Diffuse Correlation Spectroscopy (DCS) with the application of the Extreme Learning Machine (ELM). Our evaluation of ELM and existing algorithms involv

Externí odkaz: http://arxiv.org/abs/2401.05578

Zobrazit plný text záznamu

Akademický článek

Ethanol extract of cassia seed alleviates metabolic dysfunction-associated steatotic liver disease by acting on multiple lipid metabolism-related pathways

Autor: Li Wen, Wang Jia, Yang Yilian, Duan Chunlei, Shao Bing, Zhang Mingxiu, Wang Jiapan, Li Peifeng, Yuan Ye, Zhang Yan, Ji Hongyu, Li Xingda, Du Zhimin

Publikováno v: Frigid Zone Medicine, Vol 4, Iss 3, Pp 160-176 (2024)

In northern China’s cold regions, the prevalence of metabolic dysfunction-associated steatotic liver disease (MASLD) exceeds 50%, significantly higher than the national and global rates. MASLD is an important risk factor for cardiovascular and cere

Externí odkaz: https://doaj.org/article/f61e3897b3504dc0b85d72703dce164f