本次报告分享论文来自于2020年IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS的“Subject-Independent Brain–Computer Interfaces Based on Deep Convolutional Neural Networks “,论文第一作者为Oyeon Kwon。 此论文主要最值得关注的贡献点是通过大规模运动想像数据集和多频谱-空间融合技术构建了一个Subject-I...
我个人认为这个无所谓可不可以，而是要依据你的需求和应用场景而定。例如你的用户画像是某一个特定个体subject0，那应该是subject-independent（即personalized）比较合适，因为你的情绪识别系统是专为subject0定制的，这个系统需要具有足够的特异性来识别出subject0的个性化情感；而如果你的用户画像是一群个体x...
In contrast, subject-independent BCI which can shorten or even eliminate the pre-calibration is more time-saving and meets the requirements of new users for quick access to the BCI. In this paper, we design a novel fusion neural network EEG classification framework that use...
In this paper, Primitive-based Dynamic Bayesian Networks are proposed for subject-independent natural action recognition. Inferred by high-level knowledge, Primitives are distinctive features that describe the context information and the motion information representing human action as well as pose. Dynamic...
This letter proposes a subject-independent gesture recognition method based on a muscle source activation model; a reference source model facilitates parameter transfer from a specific subject, i.e., donor to any subject, donee. The proposed method can compensate for the angular difference of the ...
This study evaluates a set of subject-independent features, based on differential power asymmetry of symmetric electrode pairs [1], with emphasis on its applicability to subject variability in music-induced emotion classification problem. Results of this study have evidently validated the feasibility of...
网络独立主体 网络释义 1. 独立主体 ...使者或承受者都是有意识、能主动、有内省和自觉能力的独立主体(independent subject),而不是无意识、纯然被动的物体。 … blog.sina.com.cn|基于 1 个网页 例句 释义: 全部,独立主体 更多例句筛选
To our knowledge, these are the highest accuracies achieved in automatic classification of all breath sounds components concurrently and for snoring, in a subject independent model. 展开 关键词: Pattern Classifcation Breath Sounds Inspiration Expiration Snoring Obstructive Sleep Apnea ...
aaffective states and act accordingly. Brain electrical activity can be considered[translate] abut it is still in its infancy. In this paper, the results of analyzing the Electroencephalogram[translate] aMore precisely, in-depth results of both subject-dependent and subjectindependent[translate]...
In our project detection threshold do not require tuning parameters as it is independent of the subject. The system can distinguish alertness and drowsiness in real-time. Analysis is conducted on different subjects to verify the accuracy ... N Mehar,S Zamir,A Zulfiqar,... 被引量: 0发表: 20...