Exploring biological neuronal correlations with quantum generative models

doi:10.1016/j.xcrp.2025.102682

2025-07-16

Vinicius Hernandes *

Eliška Greplová

DOI：10.1016/j.xcrp.2025.102682

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摘要

En 中文

• 一个量子生成对抗网络（SpiQGAN）生成神经元活动 • 使用较少参数高效地模拟神经元 • 复现真实数据中观察到的时空相关性和爆发模式

Keyword:

quantum machine learning

generative learning

neural coding

spiking activity

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期刊

Cell Reports Physical Science

IF:

7.3

论文数:

2.7K

被引数:

1.2W

机构

Delft University of Technology

学者数:

2.6W

论文数: 2.5W

被引数: 3.8W

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