In classifying valence, the best subject-dependent and subject-independent accuracy are 84.44% and 75.00% respectively. In classifying arousal, the best subject-dependent and subject-independent accuracy are 79.44% and 69.44% respectively. Considering in almost every aspect, most of subject-independent ...
Classification performance of calm, fear, happiness and sadness using Evolving Fuzzy Neural Network (EFuNN) classifiers are compared based on subject-dependent and subject-independent validations. It is observed that the proposed technique is able to yield accuracy of above 50% to above 90% for ...
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]...
Summary of behavior during motor task shows variability within and between subjects that is independent of trial conditions yet correlates with their session performance.aA detailed timeline of epochs shown to subjects on a computer screen during an example trial. The name of each epoch is labeled a...
This research introduces a new CNN, i.e., the EEG-ConvNet, to overcome these limitations and challenges. The proposed EEG-ConvNet comprises five convolutional layers with batch normalization and max pooling. In addition, fine-tuning techniques improve the validation of pre-trained models. The ...
The objectives of the project are to obtain accurate thermodynamic information about the solubilization of hydrocarbons and polar derivatives of hydrocarbons by surfactant solutions. Several aqueous surfactant systems, including sodium octylsulfate, sodium octylbenzenesulfonate, and cetylpyridinium chloride, are...
aWhen taking active control of grid power flows it is essential to monitor them very carefully and to develop a complete understanding of how the system will behave under all circumstances. This is where ABB’s wide area monitoring system (WAMS) technology comes in.recently, lack of computing ...
We wave the fervor the youth, flies upwards the resonant singing voice, sings the sound time main melody.[translate] aindependent random variables subject to the same stress are dependent variables 独立随机变量受同一重音支配是因变量[translate]...
Touch is a fundamental aspect of social, parental and sexual behavior. In contrast to our detailed knowledge about cortical processing of non-social touch, we still know little about how social touch impacts cortical circuits. We investigated neural acti
Seismic guidelines currently designate constant, time-independent probabilities or mean annual frequencies of exceedance that are assumed to remain invariable for the entire design life. These are at odds with the time- dependent, ever-increasing exceedance rates of ageing structures. Based on the ...