Search Results for author: Callie Federer

Found 2 papers, 1 papers with code

Improved object recognition using neural networks trained to mimic the brain's statistical properties

1 code implementation25 May 2019 Callie Federer, Haoyan Xu, Alona Fyshe, Joel Zylberberg

To test this, we trained DCNNs on a composite task, wherein networks were trained to: a) classify images of objects; while b) having intermediate representations that resemble those observed in neural recordings from monkey visual cortex.

Object Object Categorization +2

A Self-Organizing Memory Network

no code implementations ICLR 2018 Callie Federer, Joel Zylberberg

Information in working memory, however, is retained for tens of seconds, suggesting the question of how time-varying neural activities maintain stable representations.

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