Прати
Angelina Totović
Angelina Totović
Photonics Engineer, Celestial AI
Верификована је имејл адреса на celestial.ai - Почетна страница
Наслов
Навело
Навело
Година
Femtojoule per MAC Neuromorphic Photonics: An Energy and Technology Roadmap
AR Totović, G Dabos, N Passalis, A Tefas, N Pleros
IEEE Journal of Selected Topics in Quantum Electronics 26 (5), 1-15, 2020
902020
Neuromorphic photonics with coherent linear neurons using dual-IQ modulation cells
G Mourgias-Alexandris, A Totović, A Tsakyridis, N Passalis, K Vyrsokinos, ...
Journal of Lightwave Technology 38 (4), 811-819, 2020
782020
Adaptive sigmoid-like and PReLU activation functions for all-optical perceptron
J Crnjanski, M Krstić, A Totović, N Pleros, D Gvozdić
Optics Letters 46 (9), 2003-2006, 2021
462021
Noise-resilient and high-speed deep learning with coherent silicon photonics
G Mourgias-Alexandris, M Moralis-Pegios, A Tsakyridis, S Simos, ...
Nature Communications 13 (1), 5572, 2022
432022
Neuromorphic silicon photonics and hardware-aware deep learning for high-speed inference
M Moralis-Pegios, G Mourgias-Alexandris, A Tsakyridis, G Giamougiannis, ...
Journal of Lightwave Technology 40 (10), 3243-3254, 2022
402022
Silicon-integrated coherent neurons with 32GMAC/sec/axon compute line-rates using EAM-based input and weighting cells
G Giamougiannis, A Tsakyridis, G Mourgias-Alexandris, M Moralis-Pegios, ...
2021 European Conference on Optical Communication (ECOC), 1-4, 2021
352021
Programmable photonic neural networks combining WDM with coherent linear optics
A Totovic, G Giamougiannis, A Tsakyridis, D Lazovsky, N Pleros
Scientific Reports 12 (1), 5605, 2022
312022
A coherent photonic crossbar for scalable universal linear optics
G Giamougiannis, A Tsakyridis, Y Ma, A Totović, M Moralis-Pegios, ...
Journal of Lightwave Technology 41 (8), 2425-2442, 2023
272023
All-Optical WDM Recurrent Neural Networks With Gating
G Mourgias-Alexandris, G Dabos, N Passalis, A Totović, A Tefas, N Pleros
IEEE Journal of Selected Topics in Quantum Electronics 26 (5), 1-7, 2020
272020
Numerical study of the small-signal modulation bandwidth of reflective and traveling-wave SOAs
AR Totović, JV Crnjanski, MM Krstić, DM Gvozdić
Journal of Lightwave Technology 33 (13), 2758-2764, 2015
272015
Neuromorphic photonic technologies and architectures: scaling opportunities and performance frontiers
G Dabos, DV Bellas, R Stabile, M Moralis-Pegios, G Giamougiannis, ...
Optical Materials Express 12 (6), 2343-2367, 2022
232022
WDM equipped universal linear optics for programmable neuromorphic photonic processors
A Totovic, C Pappas, M Kirtas, A Tsakyridis, G Giamougiannis, N Passalis, ...
Neuromorphic Computing and Engineering 2 (2), 024010, 2022
202022
A Self-Consistent Numerical Method for Calculation of Steady-State Characteristics of Traveling-Wave and Reflective SOAs
AR Totovic, JV Crnjanski, MM Krstic, ML Mašanovic, DM Gvozdic
IEEE JOURNAL OF SELECTED TOPICS IN QUANTUM ELECTRONICS 19 (5), 3000411, 2013
152013
Universal Linear Optics Revisited: New Perspectives for Neuromorphic Computing with Silicon Photonics
G Giamougiannis, A Tsakyridis, M Moralis-Pegios, AR Totovic, M Kirtas, ...
IEEE Journal of Selected Topics in Quantum Electronics 29 (2: Optical …, 2022
142022
Photonic Neuromorphic Computing: Architectures, Technologies, and Training Models
M Moralis-Pegios, A Totovic, A Tsakyridis, G Giamougiannis, ...
2022 Optical Fiber Communications Conference and Exhibition (OFC), 01-03, 2022
142022
Compute with Light: Architectures, Technologies and Training Models for Neuromorphic Photonic Circuits
N Pleros, M Moralis-Pegios, A Totovic, G Dabos, A Tsakyridis, ...
2021 European Conference on Optical Communication (ECOC), 1-4, 2021
142021
Neuromorphic silicon photonics with 50 GHz tiled matrix multiplication for deep-learning applications
G Giamougiannis, A Tsakyridis, M Moralis-Pegios, G Mourgias-Alexandris, ...
Advanced Photonics 5 (1), 016004-016004, 2023
132023
Universal Linear Optics for Ultra-Fast Neuromorphic Silicon Photonics Towards Fj/MAC and TMAC/sec/mm2 Engines
A Tsakyridis, G Giamougiannis, M Moralis-Pegios, G Mourgias-Alexandris, ...
IEEE Journal of Selected Topics in Quantum Electronics 28 (6: High Density …, 2022
132022
A photonic recurrent neuron for time-series classification
G Mourgias-Alexandris, N Passalis, G Dabos, A Totović, A Tefas, N Pleros
Journal of Lightwave Technology 39 (5), 1340-1347, 2021
132021
Handbook of Optoelectronic Device Modeling and Simulation: Fundamentals, Materials, Nanostructures, LEDs, and Amplifiers, Vol. 1
J Piprek
CRC Press, 2017
132017
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