3 papers
quant-ph2025
Dynamical learning and quantum memory with non-Hermitian many-body systems
Moein N. Ivaki, Austin J. Szuminsky, Achilleas Lazarides +3
Non-Hermitian (NH) systems provide a fertile platform for quantum technologies, owing in part to their distinct dynamical phases. These systems can be characterized by the preserva…
physics.optics2025
Unwrapping photonic reservoirs: enhanced expressivity via random Fourier encoding over stretched domains
Gerard McCaul, Girish Tripathy, Giulia Marcucci +1
Photonic Reservoir Computing (RC) systems leverage the complex propagation and nonlinear interaction of optical waves to perform information processing tasks. These systems employ…
quant-ph2025
Minimal Quantum Reservoirs with Hamiltonian Encoding
Gerard McCaul, Juan Sebastian Totero Gongora, Wendy Otieno +3
We investigate a minimal architecture for quantum reservoir computing based on Hamiltonian encoding, in which input data is injected via modulation of system parameters rather than…