On the construction of artificial brains
This book presents a first generation of artificial brains, using vision as sample application. An object recognition system is built, using neurons and synapses as exclusive building elements. The system contains a feature pyramid with 8 orientations and 5 resolution levels for 1000 objects and net...
Gespeichert in:
| Hauptverfasser: | , |
|---|---|
| Format: | Livre numérique |
| Sprache: | Anglais |
| Veröffentlicht: |
Berlin, Heidelberg :
Springer Berlin Heidelberg
2010.
Cham : Springer Nature |
| Online Zugang: | Accès sur la plateforme de l'éditeur Accès sur la plateforme Istex Accès Université d'Orléans Accès INSA CVL |
| Anmerkung: |
Archives Springer e-books (Licence nationale) Archives Springer e-books (Licence nationale) |
| Autres localisations: | Voir dans le Sudoc |
| Edition sous un autre format: | • On the Construction of Artificial Brains, Texte imprimé, 9783642001888 • On the Construction of Artificial Brains, Texte imprimé, 9783642001901 • On the Construction of Artificial Brains, Texte imprimé, 9783662501979 |
Inhaltsangabe:
- Prologue
- The Difficulty of Modelling Artificial Brains
- Information Processing in Nets with Constant Synapses
- Theory of Nets with Constant or Dynamic Synapses
- Macro-Dynamics of Nets with Constant Synapses
- Information Processing with Dynamic Synapses
- Nets for Feature Detection
- Nets for Feature Recognition
- Nets for Robust Head Detection
- Extensions of the Vision Architecture
- Look-out
- Preliminary Considerations on the Microelectronic Implementation
- Elementary Circuits for Neurons, Synapses, and Photosensors
- Simulation of Microelectronic Neural Circuits and Systems
- Architecture and Chip Design of the Feature Recognizer
- Architecture and Chip Design of the Feature Detector
- 3D Stacking Technology
- Architecture of First Generation Vision Cube
- End.