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Mar, 2017
通过突触智能进行连续学习
Improved multitask learning through synaptic intelligence
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Friedemann Zenke, Ben Poole, Surya Ganguli
TL;DR
本研究介绍了智能突触,模拟了生物神经网络的复杂分子机制来解决深度学习中的连续学习问题,实现了高效的分类任务连续学习过程。
Abstract
deep learning
has led to remarkable advances when applied to problems where the data distribution does not change over the course of learning. In stark contrast,
biological neural networks
continually adapt to ch
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