Search Results - "Decoding Algorithm"

Decoding algorithm appreciation: Unveiling the impact of familiarity with algorithms, tasks, and algorithm performance by Mahmud, Hasan, Islam, A.K.M. Najmul, Luo, Xin (Robert), Mikalef, Patrick

“…Algorithm appreciation, defined as an individual's reliance or tendency to rely on algorithms in decision-making, has emerged as a subject of growing scholarly interest…”
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A Transfer Learning SSVEP Decoding Algorithm Calibrated With Single-Trial Data by Jin, Jing, Qin, Ke, Allison, Brendan Z., Li, Shurui, Zhang, Yutao, Wang, Xingyu, Cichocki, Andrzej

“…Training-based algorithms significantly outperform training-free methods in terms of recognition performance for steady-state visual-evoked potential…”
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Dataset Evaluation Method and Application for Performance Testing of SSVEP-BCI Decoding Algorithm by Liang, Liyan, Zhang, Qian, Zhou, Jie, Li, Wenyu, Gao, Xiaorong

“… Most new SSVEP decoding algorithms are tested based on self-collected data or offline performance verification using one or two previous datasets, which can lead to performance differences when used…”
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A cross-subject decoding algorithm for patients with disorder of consciousness based on P300 brain computer interface by Wang, Fei, Wan, Yinxing, Li, Zhuorong, Qi, Feifei, Li, Jingcong

“…), which can directly connect the brain and external devices. However, the DOC patients' EEG differ significantly from that of the normal person and are difficult to collected, the decoding algorithm currently only is trained based on a small amount…”
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SMMTM: Motor imagery EEG decoding algorithm using a hybrid multi-branch separable convolutional self-attention temporal convolutional network by Cao, DianGuo, Yu, ZhenYuan, Wang, Jinqiang, Wu, Yuqiang

“…Motor imagery (MI) is a brain-computer interface (BCI) technology with the potential to change human life in the future. MI signals have been widely applied in…”
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Weighted Filter Bank and Regularization Common Spatial Pattern-Based Decoding Algorithm for Brain-Computer Interfaces by Ye, Jincai, Zhu, Jiajie, Huang, Shoulin

“… The algorithm divides the signal into multiple frequency bands, adaptively assigns subject weights based on the mutual information maximization criterion, and optimizes the covariance matrix…”
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A Study of the Effects of Electrode Number and Decoding Algorithm on Online EEG-Based BCI Behavioral Performance by Meng, Jianjun, Edelman, Bradley J., Olsoe, Jaron, Jacobs, Gabriel, Zhang, Shuying, Beyko, Angeliki, He, Bin

“… The selection of control signals, e.g., the channel configuration and decoding algorithm, plays a vital role in the online performance and progressing of BCI control…”
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SMMTM: Motor imagery EEG decoding algorithm using a hybrid multi-branch separable convolutional self-attention temporal convolutional network by DianGuo Cao, ZhenYuan Yu, Jinqiang Wang, Yuqiang Wu

“…Motor imagery (MI) is a brain-computer interface (BCI) technology with the potential to change human life in the future. MI signals have been widely applied in…”
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AN INTERFERENCE-IMMUNE COMMUNICATION SYSTEM FOR DIGITAL DATA TRANSMISSION BASED ON A MULTI-CHANNEL CORRELATOR Part 1. DEVELOPMENT OF A SIGNAL FORMATION AND DECODING ALGORITHM FOR THE SUB-NOISE COMMUNICATION SYSTEM by Varavin, A., Yermak, H., Kudryavtsev, D., Vasiliev, O., Balaban, M., Melnyk, S., Zheltov, V., Fateev, O.

“…Subject and Purpose. The work aims to develop and study an interference-immune radio communication system for transmitting and receiving digital information and video images using a Software-Defined Radio (SDR…”
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SYNCHRONIZATION RECOVERY WHEN DECODING MESSAGES USING A MODIFIED VITERBI DECODING ALGORITHM by Sinitsyn, Yu. Yu, Sizonenko, A. B.

“… The object of research is protected data transmission systems. The subject of research is various ways to correct errors in the communication channel…”
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Adaptive Multi-Domain Joint Decoding Algorithm for SSVEP Signal Classification by Jia, Shuting, Cao, Rui

“… In this investigation, we introduce a adaptive multi-domain joint decoding algorithm tailored to address the SSVEP signal classification challenge…”
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Towards Efficient Decoding Algorithm of q-Ary Codes from Lattice by Zhang, Xiaojun, Zhao, Wei, Xu, Lei, Ding, Yanzhang, Liu, Jianghua, Xu, Chungen

“…Linear code, a foundational construct extensively employed in communication, data transmission, and error correction, has been the subject of rigorous study for decades…”
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Decoding Multi-Class Motor Imagery and Motor Execution Tasks Using Riemannian Geometry Algorithms on Large EEG Datasets by Shuqfa, Zaid, Belkacem, Abdelkader Nasreddine, Lakas, Abderrahmane

“…The use of Riemannian geometry decoding algorithms in classifying electroencephalography-based motor-imagery brain…”
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A Decoding algorithm for Non-invasive SSVEP-based Drone Flight Control by Hireche, Abdelhadi, Zennaia, Yasmine, Ayad, Redouane, Belkacem, Abdelkader Nasreddine

“… In this paper, we propose a decoding algorithm for controlling a drone in a three-dimensional (3D…”
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A Novel sEMG-Based Gait Phase-Kinematics-Coupled Predictor and Its Interaction With Exoskeletons by Wei, Baichun, Ding, Zhen, Yi, Chunzhi, Guo, Hao, Wang, Zhipeng, Zhu, Jianfei, Jiang, Feng

“… One main issue of the current motion decoding algorithms is that seldom algorithms provide both discrete motion patterns (e.g., gait phases…”
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Characterizing Regularization Techniques for Spatial Filter Optimization in Oscillatory EEG Regression Problems: Guidelines Derived from Simulation and Real-World Data by Meinel, Andreas, Castaño-Candamil, Sebastián, Blankertz, Benjamin, Lotte, Fabien, Tangermann, Michael

“…We report on novel supervised algorithms for single-trial brain state decoding. Their reliability and robustness are essential to efficiently perform…”
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Recognition of high-frequency steady-state visual evoked potential for brain-computer interface by Luo, Ruixin, Dou, Xinyi, Xiao, Xiaolin, Wu, Qiaoyi, Xu, Minpeng, Ming, Dong

“… However, most of the current advanced SSVEP decoding algorithms were compared and verified on low-frequency SSVEP datasets, and their recognition performance on high-frequency SSVEPs was still unknown…”
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Early-Stopped Technique for BCH Decoding Algorithm Under Tolerant Fault Probability by Hong-fu, Chou

“… This technique is subject to decoding failure in exchange for the decoding latency. We analyze our proposed technique by considering the weight distribution of BCH code…”
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Logical conditions analysis method for diagnostic test results decoding applied to competence elements proficiency by Freyman, V.I.

“…Subject of Research.Representation features of education results for competence-based educational programs are analyzed…”
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Combining multi-scale convolutional neural network and Transformers for EEG-Based RSVP detection by Lu, Gai, Zhang, Yifan, Chu, Xingxing, Liu, Yingxin, Yu, Yang

“…) signal through a decoding algorithm is the key to RSVP-based BCI. The unavoidable noise and variability between trials in EEG signals lead to low accuracy of EEG-based RSVP detection and low universality of the model…”
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