Ms. Nadezhda Semenova Profile

Nadezhda Semenova

at FEMTO-ST

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Publications (3)

Proceedings Article | 1 August 2021 Presentation

Impact of internal noise on deep neural networks

Nadezhda Semenova, Javier Porte, Maxime Jacquot, Laurent Larger, Daniel Brunner

Proceedings Volume 11804, 118041L (2021) https://doi.org/10.1117/12.2594278

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Proceedings Article | 10 March 2021 Presentation

Scalability and noise in (photonic) hardware neural networks

Nadezhda Semenova, Johnny Moughames, Xavier Porte, Muamer Kadic, Laurent Larger, Daniel Brunner

Proceedings Volume 11703, 117030I (2021) https://doi.org/10.1117/12.2585745

KEYWORDS: Neural networks, Wave propagation, Lithography, Waveguides, Two photon polymerization, Statistical analysis, Photonics systems, Neurons, Energy efficiency

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Proceedings Article | 20 August 2020 Presentation

Noise propagation in feedforward and reservoir neural networks

Nadezhda Semenova, Xavier Porte, Maxime Jacquot, Laurent Larger, Daniel Brunner

Proceedings Volume 11469, 114690J (2020) https://doi.org/10.1117/12.2570727

KEYWORDS: Neural networks, Neurons, Numerical simulations, Chaos

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