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M

Manos Kirtas

aristotle university of thessaloniki

18H指数
62论文数
845被引数
收录论文 19
发表时间
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Non-Negative Gated Recurrent Neural Networks非负门控循环神经网络
errIEEE Transactions on Emerging Topics in Computational Intelligence
IF6.5
err2026-03-11
err0
PREAI
errLoukia Avramelou; Manos Kirtas; Nikolaos Passalis; Nikolaos Pleros; Anastasios Tefas
err分享
err收藏
Neuromorphic photonic neural networks for on-chip gas spectra classification神经形态光子神经网络用于片上气体光谱分类
errApplied Soft Computing
IF6.6
err2025-12-20
err0
errOAAI
errLoukia Avramelou; Manos Kirtas; Odysseas Asimopoulos; Theodoros Moschos; Antonios Prapas; Georgios Tsamis; Apostolos Tsakyridis; Miltiadis Moralis-Pegios; Aitor V. Velasco; Irene Olivares; Carlos Alonso Ramos; Sara Toxqui Rodríguez; Nikolaos Passalis; Nikolaos Pleros; Anastasios Tefas
err分享
err收藏
Non-negative isomorphic neural networks for efficient accelerators非负同构神经网络用于高效加速器
errNeurocomputing
IF6.5
err2025-11-24
err0
errOAAI
errManos Kirtas; Nikolaos Passalis; Nikos Pleros; Anastasios Tefas
err分享
err收藏
Sign potential-driven multiplicative optimization for robust deep reinforcement learning用于鲁棒深度强化学习的符号势驱动乘性优化
errNEURAL NETWORKS
IF6.3
err2025-05-27
err0
PREAI
errAvramelou, Loukia; Kirtas, Manos; Passalis, Nikolaos; Tefas, Anastasios
err分享
err收藏
Reaching the Peta-Computing: 163.8 TOPS Through Multidimensional AWGR-Based Accelerators达到Peta计算: 通过基于AWGR的多维加速器163.8 TOPS
errJOURNAL OF LIGHTWAVE TECHNOLOGY
IF4.8
err2025-02-15
err0
PREAI
errPappas, Christos; Moschos, Theodoros; Prapas, Antonios; Kirtas, Manos; Moralis-Pegios, Miltiadis; Tsakyridis, Apostolos; Asimopoulos, Odysseas; Passalis, Nikolaos; Tefas, Anastasios; Pleros, Nikos
err分享
err收藏
Programmable Tanh- and ELU-Based Photonic Neurons in Optics-Informed Neural Networks光学信息神经网络中基于Tanh和ELU的可编程光子神经元
errJOURNAL OF LIGHTWAVE TECHNOLOGY
IF4.8
err2024-05-15
err5
PREAI
errKovaios, Stefanos; Pappas, Christos; Moralis-Pegios, Miltiadis; Tsakyridis, Apostolos; Giamougiannis, George; Kirtas, Manos; Van Kerrebrouck, Joris; Coudyzer, Gertjan; Yin, Xin; Passalis, Nikolaos; Tefas, Anastasios; Pleros, Nikos
err分享
err收藏
Multiplicative update rules for accelerating deep learning training and increasing robustness用于加速深度学习训练和提高鲁棒性的乘法更新规则
errNEUROCOMPUTING
IF6.5
err2024-04-01
err2
errOAAI
errKirtas, Manos; Passalis, Nikolaos; Tefas, Anastasios
err分享
err收藏
Photonic neural networks and optics-informed deep learning fundamentals光子神经网络和光学-通知深度学习基础
errAPL PHOTONICS
IF5.3
err2024-01-29
err16
errOAAI
errTsakyridis, Apostolos; Moralis-Pegios, Miltiadis; Giamougiannis, George; Kirtas, Manos; Passalis, Nikolaos; Tefas, Anastasios; Pleros, Nikos
err分享
err收藏
Programmable Tanh-, ELU-, Sigmoid-, and Sin-Based Nonlinear Activation Functions for Neuromorphic Photonics用于神经形态光子学的基于可编程Tanh，ELU，Sigmoid和Sin的非线性激活函数
errIEEE JOURNAL OF SELECTED TOPICS IN QUANTUM ELECTRONICS
IF5.1
err2023-11-01
err26
PREAI
errPappas, Christos; Kovaios, Stefanos; Moralis-Pegios, Miltiadis; Tsakyridis, Apostolos; Giamougiannis, George; Kirtas, Manos; Van Kerrebrouck, Joris; Coudyzer, Gertjan; Yin, Xin; Passalis, Nikolaos; Tefas, Anastasios; Pleros, Nikos
err分享
err收藏
High-performance end-to-end deep learning IM/DD link using optics-informed neural networks使用光学信息神经网络的高性能端到端深度学习IM/DD link
errOPTICS EXPRESS
IF3.3
err2023-05-31
err10
errOAAI
errRoumpos, Ioannis; De Marinis, Lorenzo; Kirtas, Manos; Passalis, Nikolaos; Tefas, Anastasios; Contestabile, Giampiero; Pleros, Nikos; Moralis-Pegios, Miltiadis; Vyrsokinos, Konstantinos
err分享
err收藏
Universal Linear Optics Revisited: New Perspectives for Neuromorphic Computing With Silicon Photonics重新审视通用线性光学: 使用硅光子学进行神经形态计算的新观点
errIEEE JOURNAL OF SELECTED TOPICS IN QUANTUM ELECTRONICS
IF5.1
err2023-03-01
err23
PREAI
errGiamougiannis, George; Tsakyridis, Apostolos; Moralis-Pegios, Miltiadis; Totovic, Angelina R.; Kirtas, Manos; Passalis, Nikolaos; Tefas, Anastasios; Lazovsky, David; Pleros, Nikos
err分享
err收藏
Robust Architecture-Agnostic and Noise Resilient Training of Photonic Deep Learning Models光子深度学习模型的鲁棒架构不可知和噪声弹性训练
errIEEE TRANSACTIONS ON EMERGING TOPICS IN COMPUTATIONAL INTELLIGENCE
IF6.5
err2023-02-01
err16
PREAI
errKirtas, Manos; Passalis, Nikolaos; Mourgias-Alexandris, George; Dabos, George; Pleros, Nikos; Tefas, Anastasios
err分享
err收藏
Analog nanophotonic computing going practical: silicon photonic deep learning engines for tiled optical matrix multiplication with dynamic precision模拟纳米光子计算变得实用: 用于动态精度的平铺光学矩阵乘法的硅光子深度学习引擎
errNANOPHOTONICS
IF6.6
err2023-01-09
err32
errOAAI
errGiamougiannis, George; Tsakyridis, Apostolos; Moralis-Pegios, Miltiadis; Pappas, Christos; Kirtas, Manos; Passalis, Nikolaos; Lazovsky, David; Tefas, Anastasios; Pleros, Nikos
err分享
err收藏
Quantization-aware training for low precision photonic neural networks
errNEURAL NETWORKS
IF6.3
err2022-11-01
err16
PREAI
errKirtas, M.; Oikonomou, A.; Passalis, N.; Mourgias-Alexandris, G.; Moralis-Pegios, M.; Pleros, N.; Tefas, A.
err分享
err收藏
Noise-resilient and high-speed deep learning with coherent silicon photonics
errNATURE COMMUNICATIONS
IF15.7
err2022-09-23
err52
errOAAI
errMourgias-Alexandris, G.; Moralis-Pegios, M.; Tsakyridis, A.; Simos, S.; Dabos, G.; Totovic, A.; Passalis, N.; Kirtas, M.; Rutirawut, T.; Gardes, F. Y.; Tefas, A.; Pleros, N.
err分享
err收藏
WDM equipped universal linear optics for programmable neuromorphic photonic processors
errNEUROMORPHIC COMPUTING AND ENGINEERING
IF6.1
err2022-06-20
err15
errOAAI
errTotovic, Angelina; Pappas, Christos; Kirtas, Manos; Tsakyridis, Apostolos; Giamougiannis, George; Passalis, Nikolaos; Moralis-Pegios, Miltiadis; Tefas, Anastasios; Pleros, Nikos
err分享
err收藏
Neuromorphic Silicon Photonics and Hardware-Aware Deep Learning for High-Speed Inference
errJOURNAL OF LIGHTWAVE TECHNOLOGY
IF4.8
err2022-05-15
err47
PREAI
errMoralis-Pegios, Miltiadis; Mourgias-Alexandris, George; Tsakyridis, Apostolos; Giamougiannis, George; Totovic, Angelina; Dabos, George; Passalis, Nikolaos; Kirtas, Manos; Rutirawut, T.; Gardes, F. Y.; Tefas, Anastasios; Pleros, Nikos
err分享
err收藏
Channel response-aware photonic neural network accelerators for high-speed inference through bandwidth-limited optics
errOPTICS EXPRESS
IF3.3
err2022-03-15
err17
errOAAI
errMourgias-Alexandris, G.; Moralis-Pegios, M.; Tsakyridis, A.; Passalis, N.; Kirtas, M.; Tefas, A.; Rutirawut, T.; Gardes, F. Y.; Pleros, N.
err分享
err收藏
Universal Linear Optics for Ultra-Fast Neuromorphic Silicon Photonics Towards Fj/MAC and TMAC/sec/mm2 Engines
errIEEE JOURNAL OF SELECTED TOPICS IN QUANTUM ELECTRONICS
IF5.1
err2022-01-01
err17
PREAI
errTsakyridis, Apostolos; Giamougiannis, George; Moralis-Pegios, Miltiadis; Mourgias-Alexandris, George; Totovic, Angelina R.; Kirtas, Manos; Passalis, Nikolaos; Lazovsky, David; Tefas, Anastasios; Pleros, Nikos
err分享
err收藏

研究方向

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合作学者
合作期刊
A
Anastasios Tefas
H 指数: 50 · 论文数: 610
F
Frédéric Y. Gardes
H 指数: 42 · 论文数: 385
N
Nikos Pleros
H 指数: 42 · 论文数: 550
C
Carlos Alonso‐Ramos
H 指数: 38 · 论文数: 436
C
Christos Pappas
H 指数: 36 · 论文数: 195
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