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--- ml:neural_networks [2021/05/24 15:48] – created jmflanig
+++ ml:neural_networks [2025/04/08 05:31] (current) – jmflanig
@@ Line 1: / Line 1: @@
 ====== Neural Networks =====
+===== Taxonomy of Neural Networks ======
+  * Feedforward Neural Networks
+  * Recurrent Neural Networks
+  * [[https://en.wikipedia.org/wiki/Autoencoder|Auto-encoders]]
+  * [[https://en.wikipedia.org/wiki/Boltzmann_machine|Boltzmann Machines]], Restricted Boltzmann Machines (RBMs)
+  * [[https://en.wikipedia.org/wiki/Hopfield_network|Hopfield Networks]]
+===== Representational Power =====
+  * Neural networks can represent arbitrary CNF and DNF boolean functions: see {{papers:cnf-dnf.pdf}}.  And also [[https://www.cs.cmu.edu/~bhiksha/courses/deeplearning/Fall.2017/slides/lec2.universal.pdf|these slides]].
 ===== History =====
   * [[https://arxiv.org/pdf/1404.7828.pdf|Schmidhuber 2014 - Deep Learning in Neural Networks: An Overview]]]
+===== Related Pages =====
+  * [[Deep Learning]]