A neural architectural model of simple and complex cortical cells

A neural architectural model of simple and complex cortical cells

We present a neural architecture that models the visual processing functionality of cortical cells. Taking into account intracortical processing, we analyze the properties of both simple and complex cells. For simple cells, a linear model is developed to derive their equivalent receptive fields. For...

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Bibliographische Detailangaben
Hauptverfasser: Raffo, Luigi, Bisio, Giacomo M., Caviglia, Daniele D., Indiveri, Giacomo, Sabatini, Silvio P.
Format: Tagungsbericht
Sprache:eng
Schlagworte:
Computational modeling
Detectors
Equations
Mathematical model
Neurons
Tiles
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Beschreibung
Zusammenfassung:We present a neural architecture that models the visual processing functionality of cortical cells. Taking into account intracortical processing, we analyze the properties of both simple and complex cells. For simple cells, a linear model is developed to derive their equivalent receptive fields. For complex cells, simulations are presented characterizing how they perform in texture discrimination.
DOI:10.1109/IEMBS.1992.5761930