A Long Skip Connection for Enhanced Color Selectivity in CNN Architectures

Some recent studies show that filters in convolutional neural networks (CNNs) have low color selectivity in datasets of natural scenes such as Imagenet. CNNs, bio-inspired by the visual cortex, are characterized by their hierarchical learning structure which appears to gradually transform the repres...

Бүрэн тодорхойлолт

Номзүйн дэлгэрэнгүй
Үндсэн зохиолчид: Oscar Sanchez-Cesteros, Mariano Rincon, Margarita Bachiller, Sonia Valladares-Rodriguez
Формат: Өгүүллэг
Хэл сонгох:English
Хэвлэсэн: MDPI AG 2023-08-01
Цуврал:Sensors
Нөхцлүүд:
Онлайн хандалт:https://www.mdpi.com/1424-8220/23/17/7582