A 0.57 mW@1 FPS In-Column Analog CNN Processor Integrated Into CMOS Image Sensor

A 0.57 mW@1 FPS In-Column Analog CNN Processor Integrated Into CMOS Image Sensor

This article presents a high-performance, low-power analog convolutional neural network (CNN) circuit integrated into a CMOS image sensor (CIS) for face detection applications. The main block of the proposed in-column analog CNN circuits is an analog multiplication-and-accumulation (MAC) circuit con...

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Bibliographic Details
Main Authors: Bohyeok Jeong, Jaehwan Lee, Jaihyuk Choi, Minkyu Song, Youngdoo Son, Soo Youn Kim
Format: Article
Language:English
Published: IEEE 2023-01-01
Series:IEEE Access
Subjects:
CMOS image sensor
convolutional neural networks
face detection
multiplication-and-accumulation
nonlinear quantization
Online Access:https://ieeexplore.ieee.org/document/10153578/

Internet

https://ieeexplore.ieee.org/document/10153578/

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