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Re:Neurogenesis Deep Learning by irinarish on Sunday December 18, 2016 @07:30PM (#13208596)
For a model that incorporates both neuronal birth and death, see ICLR submission at OpenReview:

https://openreview.net/revisions?id=HyecJGP5ge

NEUROGENESIS-INSPIRED DICTIONARY LEARNING: ONLINE MODEL ADAPTION IN A CHANGING WORLD Sahil Garg, Irina Rish, Guillermo Cecchi, Aurelie Lozano

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