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...

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Detalles Bibliográficos
Clasificación:Libro Electrónico
Autor Corporativo: SpringerLink (Online service)
Otros Autores: Ramacher, Ulrich (Editor ), von der Malsburg, Christoph (Editor )
Formato: Electrónico eBook
Idioma:Inglés
Publicado: Berlin, Heidelberg : Springer Berlin Heidelberg : Imprint: Springer, 2010.
Edición:1st ed. 2010.
Temas:
System theory.
Multibody systems.
Vibration.
Mechanics, Applied.
Artificial intelligence.
Neurosciences.
Electronics.
Mathematical physics.
Complex Systems.
Multibody Systems and Mechanical Vibrations.
Artificial Intelligence.
Neuroscience.
Electronics and Microelectronics, Instrumentation.
Theoretical, Mathematical and Computational Physics.
Acceso en línea:Texto Completo
Tabla de Contenidos:
  • 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.

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