Recruitment learning
This book presents a fascinating and self-contained account of "recruitment learning", a model and theory of fast learning in the neocortex. In contrast to the more common attractor network paradigm for long- and short-term memory, recruitment learning focuses on one-shot learning or "...
Đã lưu trong:
| Những tác giả chính: | , , |
|---|---|
| Định dạng: | Livre numérique |
| Ngôn ngữ: | Anglais |
| Được phát hành: |
Berlin, Heidelberg :
Springer Berlin Heidelberg
[20..].
Cham : Springer Nature |
| Phiên bản: | 1st ed. 2011. |
| Loạt: | Studies in Computational Intelligence
303 |
| Truy cập trực tuyến: | Accès sur la plateforme de l'éditeur Accès sur la plateforme Istex Accès Université d'Orléans Accès INSA CVL |
| Chú thích: |
Archives Springer e-books (Licence nationale) Archives Springer e-books (Licence nationale) |
| Autres localisations: | Voir dans le Sudoc |
| Edition sous un autre format: | • Recruitment Learning, Texte imprimé, 9783642140273 • Recruitment Learning, Texte imprimé, 9783642265471 • Recruitment Learning, Texte imprimé, 9783642140273 • Recruitment Learning, Texte imprimé, 9783642140297 |
Mục lục:
- PART I: Recruitment in Discrete Time Neural Networks Recruitment Learning An Introduction One-shot learning - Specialization and Generalization Connectivity and Candidate Structures Representation and Recruitment Cognitive Applications PART II: Recruitment in Continuous Time Neural Networks Spiking Neural Networks and Temporal Binding Synchronised Recruitment in Cortical The Stability of Recruited Concepts Conclusions