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Kirtas, Manos
22  Ergebnisse:
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1

Multiplicative update rules for accelerating deep learning ..:

Kirtas, Manos ; Passalis, Nikolaos ; Tefas, Anastasios
Neurocomputing.  576 (2024)  - p. 127352 , 2024
Link: https://doi.org/10.1016/..
 
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2

Programmable Tanh- and ELU-Based Photonic Neurons in Optics..:

Kovaios, Stefanos ; Pappas, Christos ; Moralis-Pegios, Miltiadis...
Journal of Lightwave Technology.  42 (2024)  10 - p. 3652-3660 , 2024
Link: https://doi.org/10.1109/..
 
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3

DDOS attack identification via a silicon photonic Deep Neur..:

, In: 2023 Optical Fiber Communications Conference and Exhibition (OFC),
Tsakyridis, Apostolos ; Giamougiannis, George ; Moralis-Pegios, Miltiadis... - p. 1-3 , 2023
Link: https://doi.org/10.1364/..
 
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4

Calibration of a Photonic Neural Network Considering Fabric..:

, In: 2023 23rd International Conference on Transparent Optical Networks (ICTON),
Duzgol, Onur ; Kirtas, Manos ; Passalis, Nikolaos. - p. 1-4 , 2023
Link: https://doi.org/10.1109/..
 
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5

Quantization-Aware Training for Mixed Precision Photonic Ne..:

, In: 2023 IEEE 33rd International Workshop on Machine Learning for Signal Processing (MLSP),
Kirtas, Manos ; Passalis, Nikolaos ; Oikonomou, Athina... - p. 1-6 , 2023
Link: https://doi.org/10.1109/..
 
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6

Robust Architecture-Agnostic and Noise Resilient Training o..:

Kirtas, Manos ; Passalis, Nikolaos ; Mourgias-Alexandris, George...
IEEE Transactions on Emerging Topics in Computational Intelligence.  7 (2023)  1 - p. 140-149 , 2023
Link: https://doi.org/10.1109/..
 
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7

Analog nanophotonic computing going practical: silicon phot..:

Giamougiannis, George ; Tsakyridis, Apostolos ; Moralis-Pegios, Miltiadis...
Nanophotonics.  12 (2023)  5 - p. 963-973 , 2023
Link: https://doi.org/10.1515/..
 
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8

Universal Linear Optics Revisited: New Perspectives for Neu..:

Giamougiannis, George ; Tsakyridis, Apostolos ; Moralis-Pegios, Miltiadis...
IEEE Journal of Selected Topics in Quantum Electronics.  29 (2023)  2: Optical Computing - p. 1-16 , 2023
Link: https://doi.org/10.1109/..
 
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9

Programmable Tanh-, ELU-, Sigmoid-, and Sin-Based Nonlinear..:

Pappas, Christos ; Kovaios, Stefanos ; Moralis-Pegios, Miltiadis...
IEEE Journal of Selected Topics in Quantum Electronics.  29 (2023)  6: Photonic Signal Processing - p. 1-10 , 2023
Link: https://doi.org/10.1109/..
 
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10

High-Performance End-to-End Deep Learning IM/DD Link using ..:

Roumpos, Ioannis ; De Marinis, Lorenzo ; Kirtas, Manos...
Optics Express.  , 2023
Link: https://doi.org/10.1364/..
 
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11

Deep Reinforcement Learning With Action Masking for Differe..:

, In: 2023 IEEE 33rd International Workshop on Machine Learning for Signal Processing (MLSP),
Tsampazis, Konstantinos ; Kirtas, Manos ; Tosidis, Pavlos.. - p. 1-6 , 2023
Link: https://doi.org/10.1109/..
 
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12

Mixed-precision quantization-aware training for photonic ne..:

Kirtas, Manos ; Passalis, Nikolaos ; Oikonomou, Athina...
Neural Computing and Applications.  35 (2023)  29 - p. 21361-21379 , 2023
Link: https://doi.org/10.1007/..
 
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13

Deep learning for robotics examples using OpenDR:

, In: Deep Learning for Robot Perception and Cognition,
Kirtas, Manos ; Tsampazis, Konstantinos ; Tosidis, Pavlos.. - p. 579-596 , 2022
Link: https://doi.org/10.1016/..
 
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14

Improving Noise Resilience in End-to-End Deep Learning Opti..:

, In: 2022 Asia Communications and Photonics Conference (ACP),
Marinis, Lorenzo De ; Roumpos, Ioannis ; Mourgias-Alexandris, George... - p. 1881-1884 , 2022
Link: https://doi.org/10.1109/..
 
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15

WDM equipped universal linear optics for programmable neuro..:

Totovic, Angelina ; Pappas, Christos ; Kirtas, Manos...
Neuromorphic Computing and Engineering.  2 (2022)  2 - p. 024010 , 2022
Link: https://doi.org/10.1088/..
 
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