4 citations · 7 across the 10 of their papers we have counts for
3 papers · 1 filter
Training nonlinear optical neural networks with Scattering Backpropagation
Nicola Dal Cin, Florian Marquardt, Clara C. Wanjura
As deep learning applications continue to deploy increasingly large artificial neural networks, the associated high energy demands are creating a need for alternative neuromorphic…
Artificial discovery of lattice models for wave transport
Jonas Landgraf, Clara C. Wanjura, Vittorio Peano +1
Wave transport devices, such as amplifiers, frequency converters, and nonreciprocal devices, are essential for modern communication, signal processing, and sensing applications. Of…
Fully Non-Linear Neuromorphic Computing with Linear Wave Scattering
Clara C. Wanjura, Florian Marquardt
The increasing complexity of neural networks and the energy consumption associated with training and inference create a need for alternative neuromorphic approaches, e.g. using opt…