Optical Extreme Learning Machines with Atomic Vapors
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 …
tasks on high-dimensional output spaces. Since training only occurs at the output layer, the …
Taming Optical Computing Architectures: from extreme learning machines to diffractive neural networks
Analog processing has recently gained new traction as a result of developments in
alternative computing paradigms to the von Neumann one. In particular, concerning optical …
alternative computing paradigms to the von Neumann one. In particular, concerning optical …
[PDF][PDF] Optical Extreme Learning Machines with Atomic Vapors. Atoms 2024, 12, 10
NA Silva, V Rocha, TD Ferreira - 2024 - inspirehep.net
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 …
tasks on high-dimensional output spaces. Since training only occurs at the output layer, the …
Enabling optical extreme learning machines with nonlinear optics
This communication explores an optical extreme learning architecture to unravel the impact
of using a nonlinear optical media as an activation layer. Our analysis encloses the …
of using a nonlinear optical media as an activation layer. Our analysis encloses the …