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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…