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20202025
most citedEmergent self-adaptation in an integrated photonic neural network for backpropagation-free learning

15 citations · 20 across the 5 of their papers we have counts for

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Showing 2023Show all

2 papers · 1 filter

physics.optics2023★ 15 cited

Emergent self-adaptation in an integrated photonic neural network for backpropagation-free learning

Alessio Lugnan, Samarth Aggarwal, Frank Brückerhoff-Plückelmann +4

Plastic self-adaptation, nonlinear recurrent dynamics and multi-scale memory are desired features in hardware implementations of neural networks, because they enable them to learn,…

physics.optics2023

High-quality amorphous Silicon Carbide for hybrid photonic integration at low temperature

Bruno Lopez-Rodriguez, Roald Van Der Kolk, Samarth Aggarwal +9

Integrated photonic platforms have proliferated in recent years, each demonstrating its own unique strengths and shortcomings. However, given the processing incompatibilities of di…