
机器学习
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A 'Brief' History of Neural Nets and Deep Learning, Part 1
Prologue: The Deep Learning Tsunami“Deep Learning waves have lapped at the shores of computational linguistics for several years now, but 2015 seems like the year when the full force of the tsunam转载 2016-10-27 17:23:47 · 990 阅读 · 0 评论 -
A 'Brief' History of Neural Nets and Deep Learning, Part 2
Neural Nets Gain Vision原文作者为andreykurenkov.本文系转载,仅供各位深度学习爱好者学习使用。Yann LeCun's LeNet demonstrated.With the secret to training multilayer neural nets uncovered, the topic was once again em转载 2016-10-27 18:59:08 · 576 阅读 · 0 评论 -
A 'Brief' History of Neural Nets and Deep Learning, Part 3
Neural Nets Make Decisions原文作者为andreykurenkov.本文系转载,仅供各位深度学习爱好者学习使用。Having discovered the application of neural nets to unsupervised learning, let us also quickly see how they were used in the t转载 2016-10-27 19:01:13 · 778 阅读 · 0 评论 -
A 'Brief' History of Neural Nets and Deep Learning, Part 4
原文作者为andreykurenkov.本文系转载,仅供各位深度学习爱好者学习使用。“Ask anyone in machine learning what kept neural network research alive and they will probably mention one or all of these three names: Geoffrey Hinto转载 2016-10-27 19:03:45 · 1419 阅读 · 0 评论 -
神经网络和深度学习简史(四)
“问问机器学习从业者,究竟是什么还在维持着奄奄一息的神经网络?你可能会听到以下三个人名中的一个:Geoffrey Hinton,加拿大的Yoshua Bengio,或是Facebook的Yann LeCun。”一、深度学习计划 当你想要发动一场革命,你就要从阴谋开始。随着支持向量机(SVM)的成功以及反向传播的失败,神经网络的研究在21世纪迎来了黑暗时期。Le翻译 2017-02-07 16:33:13 · 3026 阅读 · 0 评论