Deep Learning with Coherent Nanophotonic Circuits · HackerPapers discussions

Deep Learning with Coherent Nanophotonic Circuits — mentioned by biswaroop

Thu, 06 Sep 2018 15:09:32 GMT

A cool implementation of a deep ANN using a similar system: https://arxiv.org/pdf/1610.02365.pdf (the nonlinear units and the backprop are done on a classical computer). The paper also points out that thermal cross-talk between the thermo-optical phase shifters can limit gate fidelities or conversely the smallest spacing between the waveguides.

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

Deep Learning with Coherent Nanophotonic Circuits — HN submission

Tue, 06 Feb 2018 19:09:03 GMT

Deep Learning with Coherent Nanophotonic Circuits

2 points; 0 discussion replies on HN. Paper and source history. A submission is not an endorsement.

Deep Learning with Coherent Nanophotonic Circuits — HN submission

Sun, 27 Nov 2016 22:27:58 GMT

Deep learning with coherent nanophotonic circuits [pdf]

82 points; 9 discussion replies on HN. Paper and source history. A submission is not an endorsement.