Rotation Invariant Neocognitron

A biologically inspired method that would reduce the computation load of the neocognitron supervised model is proposed. This method also provides a way to extend the neocognitron's invariance properties to include rotation invariance. The key idea is to incorporate a magnocellular pathway into...

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Bibliographic Details
Main Author: TING, Christopher Hian Ann
Format: text
Language:English
Published: Institutional Knowledge at Singapore Management University 1991
Subjects:
Online Access:https://ink.library.smu.edu.sg/lkcsb_research/780
https://doi.org/10.1109/IJCNN.1991.170717
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Institution: Singapore Management University
Language: English