Supervised and Unsupervised Learning in Linear Networks

  • Baldi P
  • Chauvin Y
  • Hornik K
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Abstract

We give an overview of the main facts on supervised and unsupervised learning in networks of linear units and present several new results and open questions. In the case of back-propagation, the complete structure of the landscape of the error function and its...

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Baldi, P., Chauvin, Y., & Hornik, K. (1990). Supervised and Unsupervised Learning in Linear Networks. In International Neural Network Conference (pp. 825–828). Springer Netherlands. https://doi.org/10.1007/978-94-009-0643-3_99

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