• 译本 >
• 精准学习 - 周加仙译 >
• 第三部分　学习的四大核心支柱 >
• 注释

第1章　学习的7个定义

1. You can try this experiment for yourself at the C3RV34U exhibition I organized at the Cité des sciences, Paris’s main science museum.

2. LeNet artificial neural network: LeCun, Bottou, Bengio, and Haffner, 1998.

3. Visualizing the hierarchy of hidden units in the GoogLeNet artifificial neural network: Olah, Mordvintsev, and Schubert, 2017.

4. Progressive separation of the ten digits by a deep neural network: Guerguiev, Lillicrap, and Richards, 2017.

5. Reinforcement learning: Mnih et al., 2015; Sutton and Barto, 1998.

6. Artificial neural network that learns to play Atari video games: Mnih et al., 2015.

7. Artificial neural network that learns to play Go: Banino et al., 2018; Silver et al., 2016.

8. Adversarial learning: Goodfellow et al., 2014.

9. Convolutional neural networks: LeCun, Bengio, and Hinton, 2015; LeCun et al., 1998.

10. Darwin’s natural selection algorithm: Dennett, 1996.

注释第2章　为什么人脑的学习能力比目前的人工智能机器更强