“第十五章 人工神经元网络”版本间的差异

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==高级读者==
 
==高级读者==
  
* Speed of the Human Brain [https://askabiologist.asu.edu/plosable/speed-human-brain]
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* McCulloch, Warren S.; Pitts, Walter (1943). "A logical calculus of the ideas immanent in nervous activity". Bulletin of Mathematical Biophysics. 5 (4): 115–133.[https://link.springer.com/article/10.1007/BF02478259]
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* Are Neural Nets Turing Equivalent? [https://mailman.srv.cs.cmu.edu/pipermail/connectionists/1990-September/001479.html]
 
* Sarina Grosswald, Is ADHD a Stress-Related Disorder? Why Meditation Can Help. In book: Is ADHD a Stress-Related Disorder? Why Meditation Can Help (pp.22)Chapter: 4Publisher: intech [https://www.researchgate.net/profile/Sarina-Grosswald/publication/263767630_Is_ADHD_a_Stress-Related_Disorder_Why_Meditation_Can_Help/links/0c96053c7d6e799cd3000000/Is-ADHD-a-Stress-Related-Disorder-Why-Meditation-Can-Help.pdf]
 
* Sarina Grosswald, Is ADHD a Stress-Related Disorder? Why Meditation Can Help. In book: Is ADHD a Stress-Related Disorder? Why Meditation Can Help (pp.22)Chapter: 4Publisher: intech [https://www.researchgate.net/profile/Sarina-Grosswald/publication/263767630_Is_ADHD_a_Stress-Related_Disorder_Why_Meditation_Can_Help/links/0c96053c7d6e799cd3000000/Is-ADHD-a-Stress-Related-Disorder-Why-Meditation-Can-Help.pdf]
* Marebwa et al., Fibroblast growth factor23 is associated with axonal integrity and neural network architecture in the human frontal lobes, PLOS, 2018. [https://journals.plos.org/plosone/article?id=10.1371/journal.pone.0203460]
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* Turing's neural net [http://f.javier.io/rep/books/The%20essential%20Turing.%20Seminal%20writings%20in%20computing,%20logic,%20philosophy%20-%20Copeland%20J.%20(2004)(ISBN%200198250800).pdf#page=404]
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* 王东,机器学习导论,2021,清华大学出版社 [http://mlbook.cslt.org]
 
* 王东,机器学习导论,2021,清华大学出版社 [http://mlbook.cslt.org]
 
* Christopher M. Bishop, Neural Networks for Pattern Recognition [https://www.amazon.com/Networks-Recognition-Advanced-Econometrics-Paperback/dp/0198538642]
 
* Christopher M. Bishop, Neural Networks for Pattern Recognition [https://www.amazon.com/Networks-Recognition-Advanced-Econometrics-Paperback/dp/0198538642]
 
* Christopher M. Bishop, Pattern Recognition and Machine Learning [https://www.amazon.com/-/es/Christopher-M-Bishop/dp/0387310738/ref=d_pd_sbs_sccl_3_3/143-3751675-4420139?pd_rd_w=2LB2s&content-id=amzn1.sym.3676f086-9496-4fd7-8490-77cf7f43f846&pf_rd_p=3676f086-9496-4fd7-8490-77cf7f43f846&pf_rd_r=XM3AJDN6MSM89CR1ZFV7&pd_rd_wg=QjVJC&pd_rd_r=10293f3a-8b44-4f6d-b6ee-9595387e2f18&pd_rd_i=0387310738&psc=1]
 
* Christopher M. Bishop, Pattern Recognition and Machine Learning [https://www.amazon.com/-/es/Christopher-M-Bishop/dp/0387310738/ref=d_pd_sbs_sccl_3_3/143-3751675-4420139?pd_rd_w=2LB2s&content-id=amzn1.sym.3676f086-9496-4fd7-8490-77cf7f43f846&pf_rd_p=3676f086-9496-4fd7-8490-77cf7f43f846&pf_rd_r=XM3AJDN6MSM89CR1ZFV7&pd_rd_wg=QjVJC&pd_rd_r=10293f3a-8b44-4f6d-b6ee-9595387e2f18&pd_rd_i=0387310738&psc=1]

2022年8月4日 (四) 11:49的版本

教学资料


扩展阅读

演示链接

  • 维基百科:神经网络 [3][4]


开发者资源

  • Python package for neural nets: PyTorch [5] TensorFlow[6] NeuralLab[7]


高级读者

  • McCulloch, Warren S.; Pitts, Walter (1943). "A logical calculus of the ideas immanent in nervous activity". Bulletin of Mathematical Biophysics. 5 (4): 115–133.[8]
  • Are Neural Nets Turing Equivalent? [9]
  • Sarina Grosswald, Is ADHD a Stress-Related Disorder? Why Meditation Can Help. In book: Is ADHD a Stress-Related Disorder? Why Meditation Can Help (pp.22)Chapter: 4Publisher: intech [10]
  • Turing's neural net [11]


  • 王东,机器学习导论,2021,清华大学出版社 [12]
  • Christopher M. Bishop, Neural Networks for Pattern Recognition [13]
  • Christopher M. Bishop, Pattern Recognition and Machine Learning [14]