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Jun, 2023
使用深度学习进行神经元细胞类型分类
Neuronal Cell Type Classification using Deep Learning
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Ofek Ophir, Orit Shefi, Ofir Lindenbaum
TL;DR
使用深度学习框架和Allen细胞类型数据库,对小鼠和人类的神经元进行分类,实现了解释性和推理,同时发现了神经元类型与其电生理特性之间的相关性。
Abstract
The
brain
is likely the most complex organ, given the variety of functions it controls, the number of cells it comprises, and their corresponding diversity. Studying and identifying
neurons
, the
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