Translucent Photonic Frequency-Domain Neuron with Unamplified Concatenation of Neural Sub-Circuits

Konferenz: ECOC 2024 - 50th European Conference on Optical Communication
22.09.2024-26.09.2024 in Frankfurt, Germany

Tagungsband: ITG-Fb. 317: ECOC 2024

Seiten: 4Sprache: EnglischTyp: PDF

Autoren:
Stephanie, Margareta V.; Pham, Lam; Grasser, Tibor; Waltl, Michael; Schrenk, Bernhard

Inhalt:
We demonstrate frequency-domain neural signal processing for linear weighted summation and non-linear ReLU activation, using a flexible interconnect to synthesize both sub-circuits. We show that neural network sub-circuits can drive each other without amplification and confirm a low <1.5% penalty in accuracy for concatenated operation.