NEURAL NETWORK SELECTION

A computer-implemented method of identifying a neural network for processing data includes: clustering a training dataset into a plurality of data clusters based on similarities in activation patterns generated in neurons of a teacher neural network in response to inputting the training dataset into...

Ausführliche Beschreibung

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Bibliographische Detailangaben
Hauptverfasser: O'CONNOR, Mark John, NAVARRO, Ramon Matas
Format: Patent
Sprache:eng
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Beschreibung
Zusammenfassung:A computer-implemented method of identifying a neural network for processing data includes: clustering a training dataset into a plurality of data clusters based on similarities in activation patterns generated in neurons of a teacher neural network in response to inputting the training dataset into the teacher neural network, training a student neural network for processing each of the plurality of data clusters, and providing a data classifier neural network for identifying one or more of the trained student neural networks to process data based on a data cluster of the data.