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physics.optics2024★ 6 cited
Photonic KAN: a Kolmogorov-Arnold network inspired efficient photonic neuromorphic architecture
Yiwei Peng, Sean Hooten, Xinling Yu +7
Kolmogorov-Arnold Networks (KAN) models were recently proposed and claimed to provide improved parameter scaling and interpretability compared to conventional multilayer perceptron…
physics.optics2022★ 14 cited
Adjoint optimization of polarization-splitting grating couplers
Peng Sun, Thomas Van Vaerenbergh, Sean Hooten +1
We have designed a polarization-splitting grating coupler (PSGC) in silicon-oninsulator (SOI) that has 1.2 dB peak loss in numerical simulations, which is the best simulated perfor…