Eirini Kakkava

发表

Wavefront shaping and deep learning in fiber endoscopy

Eirini Kakkava, 2020 .

Multimode fiber projection with machine learning

Demetri Psaltis, Eirini Kakkava, Babak Rahmani, 2020 .

Femtosecond pulse delivery through multi-core fibers for imaging and ablation

Demetri Psaltis, Eirini Kakkava, Christophe Moser, 2017, Optical Engineering + Applications.

Imaging through multimode fibers using deep learning: The effects of intensity versus holographic recording of the speckle pattern

Navid Borhani, Eirini Kakkava, Babak Rahmani, 2019, Optical Fiber Technology.

Wavelength Independent Image Classification through a Multimode Fiber using Deep Neural Networks

Eirini Kakkava, Navid Borhani, Uğur Teğin, 2019, 2019 Conference on Lasers and Electro-Optics Europe & European Quantum Electronics Conference (CLEO/Europe-EQEC).

Actor neural networks for the robust control of partially measured nonlinear systems showcased for image propagation through diffuse media

Demetri Psaltis, Eirini Kakkava, Babak Rahmani, 2020, Nature Machine Intelligence.

Deep neural networks for seeing through multimode fibers

Navid Borhani, Demetri Psaltis, Eirini Kakkava, 2019, BiOS.

Efficient Image Classification through a Multimode Fiber using Deep Neural Networks in presence of Wavelength Drifting

Demetri Psaltis, Eirini Kakkava, Babak Rahmani, 2019 .

Multimode Fiber Projector

Demetri Psaltis, Eirini Kakkava, Babak Rahmani, 2019, ArXiv.

Learning to see through multimode fibers

Navid Borhani, Demetri Psaltis, Eirini Kakkava, 2018, Optica.

Single-mode output by controlling the spatiotemporal nonlinearities in mode-locked femtosecond multimode fiber lasers

Eirini Kakkava, Uğur Teğin, Christophe Moser, 2020 .

Two-photon imaging and selective laser ablation of cochlea hair cells through a multimode fiber probe

Demetri Psaltis, Eirini Kakkava, Damien Loterie, 2019, BiOS.

Deep Neural Networks for Information Recovery Through Multimode Fibers

Navid Borhani, Demetri Psaltis, Eirini Kakkava, 2018 .

Computer generated optical volume elements by additive manufacturing

Eirini Kakkava, Christophe Moser, Demetri Psaltis, 2020, Nanophotonics.

Seeing through Multimode Fibers with Deep Learning

Navid Borhani, Demetri Psaltis, Eirini Kakkava, 2018 .

Wavefront shaping for ultrashort pulse delivery through optical fibers for imaging and ablation

Demetri Psaltis, Eirini Kakkava, Damien Loterie, 2018, BiOS.

3D printed computer generated volume holograms

Demetri Psaltis, Eirini Kakkava, Christophe Moser, 2020 .

Multimode fiber projector with neural networks

Navid Borhani, Demetri Psaltis, Eirini Kakkava, 2021, BiOS.

Partially-measured physical system characterization with neural networks

Navid Borhani, Demetri Psaltis, Eirini Kakkava, 2021, Emerging Topics in Artificial Intelligence (ETAI) 2021.

Learning to See and Compute through Multimode Fibers

Navid Borhani, Demetri Psaltis, Eirini Kakkava, 2021, 2021 Optical Fiber Communications Conference and Exhibition (OFC).

Selective femtosecond laser ablation via two-photon fluorescence imaging through a multimode fiber.

Demetri Psaltis, Eirini Kakkava, Damien Loterie, 2019, Biomedical optics express.

Spatiotemporal self-similar fiber laser

Demetri Psaltis, Eirini Kakkava, Babak Rahmani, 2019, Optica.

High power, ultrashort pulse control through a multi-core fiber for ablation.

Demetri Psaltis, Eirini Kakkava, Damien Loterie, 2017, Optics express.