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Deep Cognitive Networks Enhance Deep Learning by Modeling Human Cognitive Mechanism /

Although deep learning models have achieved great progress in vision, speech, language, planning, control, and many other areas, there still exists a large performance gap between deep learning models and the human cognitive system. Many researchers argue that one of the major reasons accounting for...

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Главные авторы: Huang, Yan (Автор), Wang, Liang (Автор)
Соавтор: SpringerLink (Online service)
Формат: Электронный ресурс eКнига
Язык:английский
Опубликовано: Singapore : Springer Nature Singapore : Imprint: Springer, 2023.
Редактирование:1st ed. 2023.
Серии:SpringerBriefs in Computer Science,
Предметы:
Computer vision.
Image processing.
Image processing > Digital techniques.
Artificial intelligence.
Computer Vision.
Image Processing.
Computer Imaging, Vision, Pattern Recognition and Graphics.
Artificial Intelligence.
Online-ссылка:https://doi.org/10.1007/978-981-99-0279-8
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Оглавление:
  • Chapter 1. Introduction
  • Chapter 2. General Framework
  • Chapter 3. Attention-based DCNs
  • Chapter 4. Memory-based DCNs
  • Chapter 5. Reasoning-based DCNs
  • Chapter 6. Decision-based DCNs
  • Chapter 7. Conclusions and Future Trends. .

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