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Memory transfer in DRASiW-like systems

Contributo in Atti di convegno
Data di Pubblicazione:
2015
Abstract:
DRASiW is an extension of the WiSARD Weightless NN model with the capability of storing the frequencies of seen patterns during the training stage in an internal data structure called "mental image" (MI). Due to these capability, in previous work it was demonstrated how to reversely process MIs in order to generate synthetic prototypes from training samples. In this paper we show how DRASiW-like systems are able to transfer memory between different architectures while preserving the same functionalities.
Tipologia CRIS:
04.01 Contributo in Atti di convegno
Keywords:
artificial neural networks; machine learning; weightless neural networks
Elenco autori:
DE GREGORIO, Massimo; Giordano, Maurizio
Autori di Ateneo:
DE GREGORIO MASSIMO
GIORDANO MAURIZIO
Link alla scheda completa:
https://iris.cnr.it/handle/20.500.14243/324198
Titolo del libro:
Proc. 24th European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning
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http://www.scopus.com/record/display.url?eid=2-s2.0-84961785327&origin=inward
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