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physics.optics2025
Probing a theoretical framework for a Photonic Extreme Learning Machine
Vicente Rocha, Duarte Silva, Felipe C. Moreira +3
The development of computing paradigms alternative to von Neumann architectures has recently fueled significant progress in novel all-optical processing solutions. In this work, we…
physics.optics2024
Optical Extreme Learning Machines with Atomic Vapors
Nuno A. Silva, Vicente Rocha, Tiago D. Ferreira
Extreme learning machines explore nonlinear random projections to perform computing tasks on high-dimensional output spaces. Since training only occurs at the output layer, the app…