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Sarantoglou George

Education

Research Interests

Teaching Activities

Journals


Copyright Notice: This material is presented to ensure timely dissemination of scholarly and technical work. Copyright and all rights therein are retained by authors or by other copyright holders. All persons copying this information are expected to adhere to the terms and constraints invoked by each author's copyright. In most cases, these works may not be reposted or mass reproduced without the explicit permission of the copyright holder.


[1]
M. Skontranis, G. Sarantoglou, A. Bogris, C. Mesaritakis, Time-Delayed Reservoir Computing Based on Dual-Waveband Quantum-Dot Spin-Polarized Vertical Cavity Surface-Emitting Laser, Material Optics Express, Vol. 12, No. 7, 2022, OPTICA, (to_appear), , IF =
[2]
G. Sarantoglou, A. Bogris, C. Mesaritakis, S. Theodoridis, Bayesian Photonic Accelarators for Energy Efficient and Noise Robust Neural Processing, IEEE Selected Topics in Quantum Electronics, 2022, (to_appear), 10.1109/JSTQE.2022.3183444 , IF =
[3]
M. Skontranis, G. Sarantoglou, S. Deligiannidis, A. Bogris, C. Mesaritakis, Unsupervised Image Classification Through Time-Multiplexed Photonic Multi-Layer Spiking Convolutional Neural Network, Applied Science , Vol. 11, No. 4, 2021, (to_appear), , IF =
[4]
G. Sarantoglou, M. Skontranis, A. Bogris, C. Mesaritakis, Experimental study of Neuromorphic Node based on a Multi- Waveband Emitting two - section Quantum Dot Laser, Photonic Research , Vol. 9, No. 4, pp. B87, 2021, (to_appear), , IF =
[5]
G. Sarantoglou, M. Skontranis, C. Mesaritakis, All Optical Integrate and Fire Neuromorphic Node based on Single Section Quantum Dot Laser, IEEE Selected Topics in Quantum Electronics, 2019, IEEE, , IF = 4.6

Conferences


Copyright Notice: This material is presented to ensure timely dissemination of scholarly and technical work. Copyright and all rights therein are retained by authors or by other copyright holders. All persons copying this information are expected to adhere to the terms and constraints invoked by each author's copyright. In most cases, these works may not be reposted or mass reproduced without the explicit permission of the copyright holder.


[1]
M. Skontranis, G. Sarantoglou, A. Bogris, C. Mesaritakis, Spectro-temporally Multiplexed Reservoir Computing Based on a Multimode Fabry Perot Laser, ECOC 2022, IEEE/OPTICA, (ed), (eds), (to_appear), Sep, 2022, Bassel Switzerland , IEEE/OPTICA,
[2]
C. Mesaritakis, G. Sarantoglou, A. Bogris, Bayesian Training in Reconfigurable Photonic Neuromorphic Meshes, IEEE Workshop on Complexity in Engineering , IEEE, (ed), (eds), (to_appear), Jul, 2022, Florence - Italy, IEEE,
[3]
G. Sarantoglou, K. Sozos, T. Kamalakis, C. Mesaritakis, A. Bogris, Experimental demonstration of an extreme learning machine based on Fabry Perot lasers for parallel neuromorphic processing, OFC 2022, (ed), (eds), (to_appear), Mar, 2022, San Diego USA,
[4]
M. Skontranis, G. Sarantoglou, A. Bogris, C. Mesaritakis, Photonic Spiking Convolutional Neural Networks for High-Speed Image Processing, IEEE Summer Topical Meetings 2021 , (ed), (eds), (to_appear), Jul, 2021, virtual, IEEE,
[5]
G. Sarantoglou, M. Skontranis, A. Bogris, C. Mesaritakis, Resonate and Fire Neuromorphic Node based on two - section Quantum Dot Laser with multi-waveband dynamics, CLEO, (ed), (eds), (to_appear), Jul, 2020, Brussels, IEEE-OSA,
[6]
C. Mesaritakis, M. Skontranis, G. Sarantoglou, A. Bogris, Micro-Ring-Resonator Based Passive Photonic Spike-Time- Dependent-Plasticity Scheme for Unsupervised Learning in Optical Neural Networks, OFC , (ed), (eds), (to_appear), Jul, 2020, SAn Diego USA, IEEE-OSA,
[7]
G. Sarantoglou, M. Skontranis, A. Bogris, C. Mesaritakis, Temporal Resolution Enhancement in Quantum-Dot Laser Neurons due to Ground State Quenching Effects, OFC , (ed), (eds), (to_appear), Jul, 2020, San Diego USA, IEEE-OSA,
[8]
M. Skontranis, G. Sarantoglou, C. Mesaritakis, Inhibitory Integrate and Fire Neuron based on Quantum-Dot Intra-Band Transitions in a Semiconductor Laser, CLEO/EQEC Europe, Dec, 2019, Munich DE,
[9]
M. Skontranis, G. Sarantoglou, C. Mesaritakis, All-optical Inhibitory Integrate and Fire Neuron based on a Single-Section Quantum-Dot Semiconductor Laser, CLEO USA, Dec, 2019, San-Diego California USA,

Books


Copyright Notice: This material is presented to ensure timely dissemination of scholarly and technical work. Copyright and all rights therein are retained by authors or by other copyright holders. All persons copying this information are expected to adhere to the terms and constraints invoked by each author's copyright. In most cases, these works may not be reposted or mass reproduced without the explicit permission of the copyright holder.


Chapters in Books


Copyright Notice: This material is presented to ensure timely dissemination of scholarly and technical work. Copyright and all rights therein are retained by authors or by other copyright holders. All persons copying this information are expected to adhere to the terms and constraints invoked by each author's copyright. In most cases, these works may not be reposted or mass reproduced without the explicit permission of the copyright holder.


Conferences Proceedings Editor


Copyright Notice: This material is presented to ensure timely dissemination of scholarly and technical work. Copyright and all rights therein are retained by authors or by other copyright holders. All persons copying this information are expected to adhere to the terms and constraints invoked by each author's copyright. In most cases, these works may not be reposted or mass reproduced without the explicit permission of the copyright holder.