On the Construction of Artificial Brains

• Main Authors: Ramacher, Ulrich (Author), Malsburg, Christoph von der (Author)
• Corporate Author: SpringerLink (Online service)
• Format: Electronic eBook
• Language: English
• Published: Berlin, Heidelberg : Springer Berlin Heidelberg, 2010.
• Subjects: 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...