On Modelling the Spatiotemporal Processing Characteristics of the Retina


What is the Retina for?

Kein Bild zugeordnet
Herausgeber:
M. Wulf
Umfang:
352
EAN/ISBN:
978-3-89838-254-0
Band:
254
Ausgabe:
softcover
Buchreihe:
Dissertationen zur Künstlichen Intelligenz
Kategorien:
Buch
Informatik
Künstliche Intelligenz
Dissertationen zur Künstlichen Intelligenz
Englisch
Gesamtverzeichnis AKA Verlag
Preis:
39,00 €
inkl. 7% MwSt.
This book addresses the yet unanswered question of the retina’s net functionality. Focussing on the spatiotemporal aspects of retinal processing, existing retina models are analyzed with respect to their capability to i) reproduce experimental data known from neurobiology as well as ii) provide specific desired functionality. It turns out that a number of existing models can be put on a common basis: a canonical model that subsumes these models. A detailed analysis of this canonical model along with a functionally reduced derivative of it shows that both models can indeed reproduce a number of experimental data, realize some proposed functionalities, and may even in principle be realized in analog VLSI hardware, thus providing many new insights for understanding retinal processing. Apart from the exposition of the analysis, this book provides a detailed and comprehensive introduction to the neurobiology of the retina, proposed retina models, and functionalities.