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点击上方 “机器学习研究会” 可以订阅哦 摘要 转自：爱可可-爱生活 Deep
neural networks and Deep Learning are powerful and popular algorithms.
And a lot of their success lays in the careful design of the neural
network architecture. I wanted to revisit the history of neural network design in the last few years and in the context of Deep Learning. For
a more in-depth analysis and comparison of all the networks reported
here, please see our recent article. One representative figure from this
article is here: Reporting
top-1 one-crop accuracy versus amount of operations required for a
single forward pass in multiple popular neural network architectures. LeNet5 It
is the year 1994, and this is one of the very first convolutional
neural networks, and what propelled the field of Deep Learning. Thi
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