CONVOLUTION PROCESSING ENGINE AND CONTROL METHOD, AND CORRESPONDING CONVOLUTIONAL NEURAL NETWORK ACCELERATOR

CONVOLUTION PROCESSING ENGINE AND CONTROL METHOD, AND CORRESPONDING CONVOLUTIONAL NEURAL NETWORK ACCELERATOR

Disclosed are a convolution processing engine and a control method thereof, and a convolutional neural network accelerator comprising the convolution processing engine. The convolution processing engine comprises at least two cache memories connected in series and an operational circuit. The convolu...

Ausführliche Beschreibung

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Bibliographische Detailangaben
Hauptverfasser: LI, Jianjun, HUANG, Chang, HE, Haoqian
Format: Patent
Sprache:eng
Schlagworte:
CALCULATING
COMPUTER SYSTEMS BASED ON SPECIFIC COMPUTATIONAL MODELS
COMPUTING
COUNTING
PHYSICS
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Beschreibung
Zusammenfassung:Disclosed are a convolution processing engine and a control method thereof, and a convolutional neural network accelerator comprising the convolution processing engine. The convolution processing engine comprises at least two cache memories connected in series and an operational circuit. The convolution processing engine can realize an efficient convolution operation with lower complexity and power consumption.