Analog Convolutional Operator Circuit for Low-Power Mixed-Signal CNN Processing Chip

Analog Convolutional Operator Circuit for Low-Power Mixed-Signal CNN Processing Chip

In this paper, we propose a compact and low-power mixed-signal approach to implementing convolutional operators that are often responsible for most of the chip area and power consumption of Convolutional Neural Network (CNN) processing chips. The convolutional operators consist of several multiply-a...

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Hlavní autoři: Malik Summair Asghar, Saad Arslan, HyungWon Kim
Médium: Článek
Jazyk:English
Vydáno: MDPI AG 2023-12-01
Edice:Sensors
Témata:
mixed-signal convolutional operation
analog multiplier
neural network accelerator
convolutional neural network
artificial intelligence
neuromorphic engineering
On-line přístup:https://www.mdpi.com/1424-8220/23/23/9612

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https://www.mdpi.com/1424-8220/23/23/9612

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