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    $\begingroup$ Among all the great answers, i found this paper helpful dstath.users.uth.gr/papers/IJRS2009_Stathakis.pdf $\endgroup$ Commented Jun 24, 2017 at 1:27
  • $\begingroup$ I've listed many ways of topology learning in my masters thesis, chapter 3. The big categories are: * Growing approaches * Pruning approaches * Genetic approaches * Reinforcement Learning * Convolutional Neural Fabrics $\endgroup$ Commented Aug 1, 2017 at 6:39
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    $\begingroup$ @DebpriyaSeal not that useful though... $\endgroup$ Commented Aug 16, 2017 at 18:51
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    $\begingroup$ Come to party a bit late. But this is still an open research topic as part of AutoML or AutoDL and NAS (Neural Architecture Search). There is no universal answer for this question yet. $\endgroup$ Commented Jun 25, 2021 at 10:23