This shows you the differences between two versions of the page.

Link to this comparison view

Both sides previous revision Previous revision
Next revision
Previous revision
random_projections [2018/09/29 13:20]
random_projections [2018/11/03 16:49]
Line 364: Line 364:
 https://​arxiv.org/​abs/​1412.6616v2 Outperforming Word2Vec on Analogy Tasks with Random Projections https://​arxiv.org/​abs/​1412.6616v2 Outperforming Word2Vec on Analogy Tasks with Random Projections
 +https://​arxiv.org/​abs/​1712.04323v2 Deep Echo State Network (DeepESN): A Brief Survey
 +https://​arxiv.org/​abs/​1803.07125v2 Local Binary Pattern Networks
 +In this paper, we tackle the problem using
 +a strategy different from the existing literature by proposing local
 +binary pattern networks or LBPNet, that is able to learn and perform
 +binary operations in an end-to-end fashion. LBPNet1 uses local binary
 +comparisons and random projection in place of conventional convolution
 +(or approximation of convolution) operations. These operations can
 +be implemented efficiently on different platforms including direct hardware