Deep Cognitive Networks [E-Book] : Enhance Deep Learning by Modeling Human Cognitive Mechanism / by Yan Huang, Liang Wang.
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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Full text |
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| Personal Name(s): | Huang, Yan, author |
| Wang, Liang, author | |
| Edition: |
1st edition 2023. |
| Imprint: |
Singapore :
Springer,
2023
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| Physical Description: |
X, 62 pages 1 illustration (online resource) |
| Note: |
englisch |
| ISBN: |
9789819902798 |
| DOI: |
10.1007/978-981-99-0279-8 |
| Series Title: |
SpringerBriefs in Computer Science
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| Subject (LOC): |
- 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. .