On the Construction of Artificial Brains

By Christoph Malsburg and Christoph Malsburg Ulrich Ramacher

Book Overview

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.

• Format: Paperback
• Language: English
• ISBN: 366250197X
• ISBN13: 9783662501979
• Release Date: August 2016
• Publisher: Springer
• Length: 359 Pages
• Weight: 1.13 lbs.
• Dimensions: 0.8" x 6.1" x 9.2"