We demonstrate Iris flower classification with a trained 3-layer photonic deep neural network, which is implemented by a monolithically integrated SOA-based InP cross-connect chip, achieving a final accuracy of 85.8%. An in-depth analysis of the error evolution in the system suggests that the E/O conversions from layer to layer contribute to the majority of the error.
|Publication status||Published - 2019|
|Event||24th Annual Symposium of the IEEE Photonics Society Benelux - VU Main Building, Amsterdam, Netherlands|
Duration: 21 Nov 2019 → 22 Nov 2019
Conference number: 24
|Conference||24th Annual Symposium of the IEEE Photonics Society Benelux|
|Period||21/11/19 → 22/11/19|