Výsledky vyhledávání - "stacked denoising autoencoder (SdAE)"

Assessing cognitive mental workload via EEG signals and an ensemble deep learning classifier based on denoising autoencoders Autor Yang, Shuo, Yin, Zhong, Wang, Yagang, Zhang, Wei, Wang, Yongxiong, Zhang, Jianhua

“…). To determine personalized properties in high dimensional EEG indicators, we introduce a feature mapping layer in stacked denoising autoencoder (SDAE…”
Získat plný text

Continuous Estimation of Upper Limb Joint Angle Based on Stacked Denoising Autoencoder Autor Wen, Liqun, Li, Donglin, Pei, Xinglong, Zhang, Yan, Wang, Jianhui

“…; then, a stacked denoising autoencoder (SDAE) network is constructed to encode the initial set of sEMG features in low dimensions…”
Získat plný text

Recognition of Cognitive Task Load levels using single channel EEG and Stacked Denoising Autoencoder Autor Yin, Zhong, Zhang, Jianhua

“… is particularly challenging as EEG is characterized by individual dependency and nonstationarity. In this paper, a deep learning model designed by Stacked Denoising AutoEncoder…”
Získat plný text

Affective states classification using EEG and semi-supervised deep learning approaches Autor Haiyan Xu, Plataniotis, Konstantinos N.

“…Affective states of a user provide important information for many applications such as, personalized information (e.g., multimedia content) retrieval/delivery…”
Získat plný text

Indiv-Brain: Individualized Brain Network Partition Learned from Individual fMRI Data using Deep Clustering with Vertex-level Attention Autor Guo, Zhitao, Duan, Yongjie, Xing, Le, Zhao, Xiaojie, Yao, Li, Long, Zhiying

“… Moreover, some studies trained models on a group of subjects to guide individual network partitioning…”
Získat plný text