Deep Quaternion Networks — mentioned by wespiser_2018

Sun, 18 Mar 2018 04:48:02 GMT

Quaternions are known to represent spatial transforms, and there is a little bit of prior work that demonstrates quaternion filters 'make sense'. However, octonions are the obvious next step here: if you look at Appendix Figure 1, of "Deep Complex Networks" [1] , the authors authors used (Real + Complex), and Figure 1 of our paper[2] with quaternions uses (Real + Complex + Complex + Complex)! [1] https://arxiv.org/pdf/1705.09792.pdf [2] https://arxiv.org/pdf/1712.04604.pdf

Paper and discussion history. A mention is not an endorsement.

Deep Quaternion Networks — HN submission

Sat, 17 Mar 2018 20:59:25 GMT

Deep Quaternion Networks (2017) [pdf]

151 points; 73 discussion replies on HN. Paper and source history. A submission is not an endorsement.

Deep Quaternion Networks · HackerPapers discussions

Deep Quaternion Networks — mentioned by wespiser_2018

Deep Quaternion Networks — HN submission