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Batch Mode Active Learning Algorithm Combining with Self-training for Multiclass Brain-computer Interfaces

Journal of Information and Computational Science, 2015
In this paper, an batch mode active learning algorithm combining with the beneflts of self-training for solving the multiclass Brain-computer Interface (BCI) problem, which initially only needs a small set of labeled samples to train classiflers. The algorithm applied active learning to select the most informative samples and self-training to select ...
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[A Feature Extraction Method for Brain Computer Interface Based on Multivariate Empirical Mode Decomposition].

Sheng wu yi xue gong cheng xue za zhi = Journal of biomedical engineering = Shengwu yixue gongchengxue zazhi, 2015
This paper presents a feature extraction method based on multivariate empirical mode decomposition (MEMD) combining with the power spectrum feature, and the method aims at the non-stationary electroencephalogram (EEG) or magnetoencephalogram (MEG) signal in brain-computer interface (BCI) system.
Jinjia, Wang, Yuan, Liu
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A CMOS Dual-Mode Brain-Computer Interface Chipset With 2-mV Precision Time-Based Charge Balancing and Stimulation-Side Artifact Suppression

IEEE Journal of Solid-State Circuits, 2022
Haoran Pu   +2 more
exaly  

Study on the Interactive Mode of Eye Control Mode in Human–Computer Interface

Advances in Intelligent Systems and Computing, 2020
Yingwei Zhou   +2 more
exaly  

EEG Based Emotion Recognition Using Variational Mode Decomposition and Convolutional Neural Network for Affective Computing Interfaces

2023 11th International Conference on Control, Mechatronics and Automation (ICCMA), 2023
Thacchan Dondup   +2 more
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Survey on Brain-Computer Interface

ACM Computing Surveys, 2020
Annushree Bablani   +2 more
exaly  

Space Based Compute Factory and Interface Contracts: Baseline architecture, geometry contracts, service modes, and customer integration templates for orbital containerized compute.

A baseline requirements and interface-contract framework for a modular space-based compute factory: an orbital infrastructure concept for hosting standardized containerized compute payloads on a shared platform providing power, thermal management, networking, robotics, and service logistics, with the longer-term vision of multiple factories being ...
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