On the construction of artificial brains

Presents the neurocomputer of the second generation (dynamic pulsed neural networks and its implementation on semiconductors) Well structured interdisciplinary and introductory book on artificial brains Result of a cooperation (VisionIC) between industry (Infineon) and leading research groups in brain science and complexity Uses experiment, theory and implementation in a balanced new way to construct artificial brains INDICE: 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.

• ISBN: 978-3-642-00188-8
• Editorial: Springer
• Encuadernacion: Cartoné
• Páginas: 370
• Fecha Publicación: 01/01/2010
• Nº Volúmenes: 1
• Idioma: Inglés