Výsledky vyhledávání - "Xianghong Lin"

Akademický článek

Dual-phase prediction model of passenger thermal sensation using facial thermal imaging and environmental factors

Autor: Xuejin Zhou, Zhihong Miao, Man Yuan, Kang Li, Huan Guo, Xianghong Lin, Yi Zeng, Ran Tu, Jinjin Zhong

Publikováno v: Case Studies in Thermal Engineering, Vol 58, Iss , Pp 104439- (2024)

The concept of passenger-centric design has become increasingly significant in the intelligent automotive industry. Enhancing in-cabin thermal comfort while maintaining energy efficiency is crucial, and to this end, we leverage real-time passenger th

Externí odkaz: https://doaj.org/article/04eb57978955428583d0cfe3c0c300fe

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Akademický článek

STDP-based adaptive graph convolutional networks for automatic sleep staging

Autor: Yuan Zhao, Xianghong Lin, Zequn Zhang, Xiangwen Wang, Xianrun He, Liu Yang

Publikováno v: Frontiers in Neuroscience, Vol 17 (2023)

Automatic sleep staging is important for improving diagnosis and treatment, and machine learning with neuroscience explainability of sleep staging is shown to be a suitable method to solve this problem. In this paper, an explainable model for automat

Externí odkaz: https://doaj.org/article/18ad846adfbd4f00b89c373732fa6818

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Akademický článek

Supervised Learning Algorithm Based on Spike Train Inner Product for Deep Spiking Neural Networks

Autor: Xianghong Lin, Zhen Zhang, Donghao Zheng

Publikováno v: Brain Sciences, Vol 13, Iss 2, p 168 (2023)

By mimicking the hierarchical structure of human brain, deep spiking neural networks (DSNNs) can extract features from a lower level to a higher level gradually, and improve the performance for the processing of spatio-temporal information. Due to th

Externí odkaz: https://doaj.org/article/67f1716a73084e21a36d5bf432af0423

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Akademický článek

Molecular phylogeny of the Sciaenidae based on the complete mitochondrial sequences

Autor: Weiwen Li, Hao Huang, Xianghong Lin, Bingjian Chen

Publikováno v: Mitochondrial DNA. Part B. Resources, Vol 3, Iss 2, Pp 1180-1182 (2018)

In this study, 45 complete mitochondrial genomes of Sciaenidae species obtained from GenBank were analyzed. Our results suggested that mitochondrial genomes could be an effective marker for resolving the phylogeny of Sciaenidae species. Phylogenetic

Externí odkaz: https://doaj.org/article/680126dd9442406f83d9f602e8cf3d64

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Akademický článek

A Delay Learning Algorithm Based on Spike Train Kernels for Spiking Neurons

Autor: Xiangwen Wang, Xianghong Lin, Xiaochao Dang

Publikováno v: Frontiers in Neuroscience, Vol 13 (2019)

Neuroscience research confirms that the synaptic delays are not constant, but can be modulated. This paper proposes a supervised delay learning algorithm for spiking neurons with temporal encoding, in which both the weight and delay of a synaptic con

Externí odkaz: https://doaj.org/article/792553fade8e4d0b96fdab6b554d4a0f

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Akademický článek

A Neuronal Morphology Classification Approach Based on Locally Cumulative Connected Deep Neural Networks

Autor: Xianghong Lin, Jianyang Zheng

Publikováno v: Applied Sciences, Vol 9, Iss 18, p 3876 (2019)

Neurons are the basic building and computational units of the nervous system, and have complex and diverse spatial geometric structures. By solving the neuronal classification problem, we can further understand the characteristics of neurons and the

Externí odkaz: https://doaj.org/article/33c98531342f4f8d8893eb3f55bd7dd1

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