Δημοσίευση - Evaluating the Topology-Preservation Capabilities of a Self-Organising Logical Neural Network
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Evaluating the Topology-Preservation Capabilities of a Self-Organising Logical Neural Network

Ερευνητική περιοχή:  
Άλλα θέματα Πληροφορικής
    
Είδος:  
Άρθρο σε περιοδικό

 

Έτος: 1993
Συγγραφείς: Γιώργος Ταμπουρατζής; T.J. Stonham
Περιοδικό: Pattern Recognition Letters
Τόμος: 14
Αριθμός: 11
Σελίδες: 927-934
DOI: 10.1016/0167-8655(93)90157-9
Περίληψη:
An unsupervised learning algorithm which enables a logical neural network to separate different classes of binary images while at the same time creating a topology-preserving mapping of the input space is described. Results concerning its successful application to character separation and recognition are presented and the quality of the mappings generated by the system is evaluated.
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