Method and apparatus for designing and implementing a convolution neural net accelerator

Method and apparatus for designing and implementing a convolution neural net accelerator

A method for implementing a convolutional neural network (CNN) accelerator on a target includes identifying characteristics and parameters for the CNN accelerator. Resources on the target are identified. A design for the CNN accelerator is generated in response to the characteristics and parameters...

Ausführliche Beschreibung

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Bibliographische Detailangaben
Hauptverfasser: Chiu, Gordon Raymond, Ling, Andrew Chaang, Aydonat, Utku
Format: Patent
Sprache:eng
Schlagworte:
CALCULATING
COMPUTER SYSTEMS BASED ON SPECIFIC COMPUTATIONAL MODELS
COMPUTING
COUNTING
PHYSICS
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Beschreibung
Zusammenfassung:A method for implementing a convolutional neural network (CNN) accelerator on a target includes identifying characteristics and parameters for the CNN accelerator. Resources on the target are identified. A design for the CNN accelerator is generated in response to the characteristics and parameters of the CNN accelerator and the resources on the target.