Although the overt speech showed significantly higher classification performance compared to the imagined speech, we found potentially similar common spatial pattern of the identical classes of imagined speech and overt speech. Furthermore, in the temporal feature, we examined the analogous grand averaged...
Findings are discussed in terms of communication functions: defining intimacy, creating gender roles, and allocating status within relationships.doi:10.1080/10417948409372613ClineRebecca J.Southern Speech Communication Journal
We use a deep neural network architecture and interpret the model results through the spatial pattern of SHAP values. In doing so, we can understand the model prediction on a hierarchical basis, looking at how the predictor set controls the overall susceptibility as well as doing the same at ...
百度试题 题目If I use a spatial pattern to organize my speech, it means I am using geography. ( ) 相关知识点: 试题来源: 解析 对 反馈 收藏
First, we evaluated the presence of the learning pattern in BCI-control performance (%) across the 5 days of training as observed in the main experiment, using the approach defined above as "LMM with planned contrast". Next, we compared CV accuracies between the two groups by running a ...
Brain-Computer Interfaces (BCI) will revolutionize the way people with severe impairment of speech production can communicate. While current efforts focus on training classifiers on vast amounts of neurophysiological signals to decode imagined speech, mu
Common spatial pattern (CSP), which exploits different energy distributions on the scalp while performing different MI tasks, is very popular in MI classification. Convolutional neural networks (CNNs) have also achieved great success, due to their powerful learning capabilities. This paper proposes ...
Speech perception. The data-set consists of ECoG recordings from three patients that underwent placement of subdural electrodes due to intractable epilepsy. These data originally appeared in71. Clinical information is displayed in Table 2. During the experiment, patients were requested to listen ...
A novel metaheuristic optimization method for robust spatial filter designation and classification of speech imagery tasks in EEG Brain-Computer Interface Mohammad Hassan Moradi, in Artificial Intelligence-Based Brain-Computer Interface, 2022 11.3.1 Common spatial pattern The common spatial pattern is widely...
In this regard, proportions of older adults with access to sanitation (toilet facilities) were generated at the district level. These proportions were merged with the district shapefile for the various spatial analyses. The initial spatial analysis was to explore the spatial pattern of sanitation ...