Self-Organization of Spiking Neural Networks for Visual Object Recognition

Self-Organization of Spiking Neural Networks for Visual Object Recognition

On one hand, the visual system has the ability to differentiate between very similar objects. On the other hand, we can also recognize the same object in images that vary drastically, due to different viewing angle, distance, or illumination. The ability to recognize the same object under differe...

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Bibliographic Details
Main Author: Michler, Frank
Contributors: Wachtler, Thomas (Prof. Dr.) (Thesis advisor)
Format: Doctoral Thesis
Language:English
Published: Philipps-Universität Marburg 2019
Subjects:
Learning
Visuelle Objekterkennung
Visuelles System
Gehirn
Objekterkennung
Predictive Coding
Biowissenschaften, Biologie
Künstliche Intelligenz
Visual Object Recognition
Maschinelles Lernen
Spiking Neural Networks
Topographic Maps
Topographische Karten
Life sciences
Online Access:PDF Full Text
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