On the Construction of Artificial Brains

• Κύριοι συγγραφείς: Ramacher, Ulrich (Συγγραφέας), Malsburg, Christoph von der (Συγγραφέας)
• Συγγραφή απο Οργανισμό/Αρχή: SpringerLink (Online service)
• Μορφή: Ηλεκτρονική πηγή Ηλ. βιβλίο
• Γλώσσα: English
• Έκδοση: Berlin, Heidelberg : Springer Berlin Heidelberg, 2010.
• Θέματα: Physics.; Neurosciences.; Artificial intelligence.; Statistical physics.; Dynamical systems.; Vibration.; Dynamics.; Electronics.; Microelectronics.; Statistical Physics, Dynamical Systems and Complexity.; Vibration, Dynamical Systems, Control.; Artificial Intelligence (incl. Robotics).; Electronics and Microelectronics, Instrumentation.

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...

Πίνακας περιεχομένων:

• 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.