Design of an Always-On Image Sensor Using an Analog Lightweight Convolutional Neural Network

Design of an Always-On Image Sensor Using an Analog Lightweight Convolutional Neural Network

This paper presents an always-on Complementary Metal Oxide Semiconductor (CMOS) image sensor (CIS) using an analog convolutional neural network for image classification in mobile applications. To reduce the power consumption as well as the overall processing time, we propose analog convolution circu...

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Bibliographic Details
Main Authors: Jaihyuk Choi, Sungjae Lee, Youngdoo Son, Soo Youn Kim
Format: Article
Language:English
Published: MDPI AG 2020-05-01
Series:Sensors
Subjects:
always-on
Complementary Metal Oxide Semiconductor (CMOS) image sensor
convolutional neural networks
image classification
Online Access:https://www.mdpi.com/1424-8220/20/11/3101

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