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Updated: Jun 14, 2026

Extracting Visual Evoked Potentials from EEG Data Recorded During fMRI-guided Transcranial Magnetic Stimulation
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Extracting Visual Evoked Potentials from EEG Data Recorded During fMRI-guided Transcranial Magnetic Stimulation

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基于EEG的CNN双向长期短期记忆的情感识别与中心和软max损失函数 (CNN-BiLSTM-CS)

Xiaodan Zhang1, Shuyi Wang1, Yige Li1

  • 1School of Electronic Information, Xi 'an Polytechnic University, Xi 'an, China.

Cognitive neurodynamics
|August 27, 2025
PubMed
概括

这项研究引入了CNN-BiLSTM-CS用于使用电脑图 (EEG) 信号的高级情绪识别. 这种新方法增强了特征提取,

关键词:
美国CNN-BiLSTM-CS情感识别特性提取损失函数

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相关概念视频

Long-Term Memory01:18

Long-Term Memory

Long-term memory is a relatively permanent type of memory, capable of storing vast amounts of information over extended periods. Its storage capacity is generally considered unlimited.
Long-term memory can be categorized into two primary types: explicit and implicit memory. Explicit memory, also known as declarative memory, involves the conscious recollection of information that we deliberately try to remember, recall, and articulate. This type of memory encompasses specific facts, events, and...