相关实验视频

Updated: Jan 9, 2026

Author Spotlight: Addressing Technical and Subjective Challenges in Measuring Classroom Attention
06:37

Author Spotlight: Addressing Technical and Subjective Challenges in Measuring Classroom Attention

Published on: December 15, 2023

5.2K

通过深度学习技术增强情绪智能

B V Gokulnath1, Pampana Charmitha2, Pampana Chathurya2

  • 1School of Computer Science and Engineering, VIT-AP University, Amaravati, Andhra Pradesh, 522237, India. gokulnath.b@vitap.ac.in.

Scientific reports
|December 3, 2025
PubMed
概括

一组深度学习模型,包括CNN,BERT,RNN和GAN,与单个模型相比,显著改善了人类情绪识别和适应性反应. 这种多模式的方法可以增强人工智能对各种应用的同理心.

关键词:
变压器的双向编码器表示 (BERT)卷积神经网络 (CNN) 是一种神经网络.深度学习是一种深度学习.情绪智能是一种情绪智能.面部情绪识别 面部情绪识别生成性对抗性网络 (GANs) 是一个人与计算机的互动.多模式情绪识别多模式情绪识别经常性的神经网络 (RNN)情绪分析是一种情绪分析.

相关概念视频

Empathy02:34

Empathy

Some researchers suggest that altruism operates on empathy. Empathy is the capacity to understand another person’s perspective, to feel what he or she feels. An empathetic person makes an emotional connection with others and feels compelled to help (Batson, 1991). Empathy can be expressed in several ways, including cognitive, affective, and motor. 
10.0K
Multiple Intelligences Theory01:20

Multiple Intelligences Theory

Howard Gardner's theory of Multiple Intelligence proposes that there are nine distinct types of intelligence, each reflecting different ways of interacting with the world. Introduced in 1983 and expanded in subsequent years, Gardner's framework challenges the traditional notion of a single, generalized intelligence.
8.7K
Introduction to Motivation and Emotion01:29

Introduction to Motivation and Emotion

Motivation is a multifaceted process that drives behavior toward fulfilling various physiological or psychological needs. This process involves initiating, guiding, and maintaining specific actions influenced by internal and external factors. For example, when someone feels hungry while watching television, hunger is a motivator, prompting the individual to get up, walk to the kitchen, and find something to eat. In this instance, hunger initiates and sustains the behavior necessary to meet the...
1.0K
Emotional Expression01:26

Emotional Expression

Emotional expression encompasses how individuals convey their emotions through verbal communication and non-verbal cues. These non-verbal actions include facial expressions, body language, and physical gestures, such as frowning or smiling. Among these, facial expressions play a crucial role in emotional expression and are understood universally, indicating a biological basis for how humans communicate emotions.
Universal Facial Expressions
Psychologist Paul Ekman identified seven basic...
903
Introspection01:29

Introspection

Introspection, long upheld as a reliable route to self-knowledge, involves examining one's thoughts, emotions, and mental processes. It underpins many psychological practices, from mindfulness meditation to psychotherapy and self-help strategies. However, empirical evidence challenges the accuracy of introspection as a means of understanding oneself.Limitations of Introspective InsightSeminal work by Nisbett and Wilson demonstrated that individuals are frequently unaware of the true causes...
194
Role of Emotions in Social Life01:01

Role of Emotions in Social Life

Emotions play a fundamental role in shaping human experience and interactions. The absence of emotions would render life incomplete and fail to capture the essence of human nature. In social psychology, feelings and moods have been extensively studied due to their profound impact on social life and interpersonal relationships. These affective states influence decision-making, behavior, and social perceptions, making them integral to understanding human interactions.Emotions and Social...
324