Manos Kirtas - RankMe

37 papers B 1C 1Journal 13Unranked 22

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Neuromorphic photonic neural networks for on-chip gas spectra classification. Appl. Soft Comput. Loukia 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
2026	J	`jnl`	Non-negative isomorphic neural networks for efficient accelerators. Neurocomputing Manos Kirtas, Nikolaos Passalis, Nikos Pleros, Anastasios Tefas
2025	J	`jnl`	A 262 TOPS Hyperdimensional Photonic AI Accelerator powered by a Si3N4 microcomb laser. CoRR Christos Pappas, Antonios Prapas, Theodoros Moschos, Manos Kirtas, Odysseas Asimopoulos, Apostolos Tsakyridis, Miltiadis Moralis-Pegios, Chris Vagionas, Nikolaos Passalis, Cagri Ozdilek, Timofey Shpakovsky, Alain Yuji Takabayashi, John D. Jost, Maxim Karpov, Anastasios Tefas, Nikos Pleros
2025	—	`conf`	A Time-Space-Wavelength Multiplexed AWGR-based Photonic Tensor Core using WDM SiGe EAM array chiplets. OFC Antonios Prapas, Miltiadis Moralis-Pegios, Apostolos Tsakyridis, Stefanos Kovaios, Odysseas Asimopoulos, Christos Pappas, Theodoros Moschos, Manos Kirtas, Nikolaos Passalis, K. Vyrsokinos, Anastasios Tefas, Nikos Pleros
2025	—	`conf`	Fast and Robust Training of Deep Learning Models with Multiplicative Adagrad. MLSP Manos Kirtas, Nikolaos Passalis, Anastasios Tefas
2025	B	`conf`	Multiplicative Stochastic Gradient Descent for fast and robust deep learning training. IJCNN Manos Kirtas, Nikolaos Passalis, Anastasios Tefas
2025	—	`conf`	Robust Robotic Perception Using Adaptive Multiplicative Optimization for Deep Reinforcement Learning. IISA Loukia Avramelou, Manos Kirtas, Nikolaos Passalis, Anastasios Tefas
2025	J	`jnl`	Sign potential-driven multiplicative optimization for robust deep reinforcement learning. Neural Networks Loukia Avramelou, Manos Kirtas, Nikolaos Passalis, Anastasios Tefas
2024	—	`conf`	A TeraFLOP Photonic Matrix Multiplier using Time-Space-Wavelength Multiplexed AWGR-based Architectures. OFC Christos Pappas, Theodoros Moschos, Miltiadis Moralis-Pegios, George Giamougiannis, Apostolos Tsakyridis, Manos Kirtas, Nikolaos Passalis, Anastasios Tefas, Nikos Pleros
2024	—	`conf`	Multiplicative RMSprop Using Gradient Normalization for Learning Acceleration. ICPR (29) Manos Kirtas, Nikolaos Passalis, Anastasios Tefas
2024	J	`jnl`	Multiplicative update rules for accelerating deep learning training and increasing robustness. Neurocomputing Manos Kirtas, Nikolaos Passalis, Anastasios Tefas
2024	—	`conf`	Optics-informed Neural Networks: Bridging Deep Learning with Photonic Accelerators. OFC Miltiadis Moralis-Pegios, Apostolos Tsakyridis, Christos Pappas, Theodoros Moschos, George Giamougiannis, Stefanos Kovaios, Ioannis Roumpos, Manos Kirtas, Nikos Passalis, Anastasios Tefas, Nikos Pleros
2024	—	`conf`	Quantization-Aware Training for Multi-Agent Reinforcement Learning. EUSIPCO Nikolaos Chandrinos, Michalis Amasialidis, Manos Kirtas, Konstantinos Tsampazis, Nikolaos Passalis, Anastasios Tefas
2024	J	`jnl`	Using Part-based Representations for Explainable Deep Reinforcement Learning. CoRR Manos Kirtas, Konstantinos Tsampazis, Loukia Avramelou, Nikolaos Passalis, Anastasios Tefas
2023	—	`conf`	Calibration of a Photonic Neural Network Considering Fabrication Tolerances. ICTON Onur Düzgöl, Manos Kirtas, Nikolaos Passalis, André Richter
2023	—	`conf`	DDOS attack identification via a silicon photonic Deep Neural Network with 50 GHz input and weight update. OFC Apostolos Tsakyridis, George Giamougiannis, Miltiadis Moralis-Pegios, George Mourgias-Alexandris, Angelina Totovic, George Dabos, Manos Kirtas, Nikolaos Passalis, Anastasios Tefas, Dimitrios Kalavrouziotis, Dimitris Syrivelis, Paraskevas Bakopoulos, Elad Mentovich, Nikos Pleros
2023	—	`conf`	Deep Reinforcement Learning With Action Masking for Differential-Drive Robot Navigation Using Low-Cost Sensors. MLSP Konstantinos Tsampazis, Manos Kirtas, Pavlos Tosidis, Nikolaos Passalis, Anastasios Tefas
2023	J	`jnl`	Mixed-precision quantization-aware training for photonic neural networks. Neural Comput. Appl. Manos Kirtas, Nikolaos Passalis, Athina Oikonomou, Miltiadis Moralis-Pegios, George Giamougiannis, Apostolos Tsakyridis, George Mourgias-Alexandris, Nikolaos Pleros, Anastasios Tefas
2023	J	`jnl`	Multiplicative update rules for accelerating deep learning training and increasing robustness. CoRR Manos Kirtas, Nikolaos Passalis, Anastasios Tefas
2023	J	`jnl`	Non-negative isomorphic neural networks for photonic neuromorphic accelerators. CoRR Manos Kirtas, Nikolaos Passalis, Nikolaos Pleros, Anastasios Tefas
2023	J	`jnl`	Photonic Neural Networks and Optics-informed Deep Learning Fundamentals. CoRR Apostolos Tsakyridis, Miltiadis Moralis-Pegios, George Giamougiannis, Manos Kirtas, Nikolaos Passalis, Anastasios Tefas, Nikos Pleros
2023	—	`conf`	Quantization-Aware Training for Mixed Precision Photonic Neural Networks. MLSP Manos Kirtas, Nikolaos Passalis, Athina Oikonomou, Miltiadis Moralis-Pegios, George Giamougiannis, Apostolos Tsakyridis, George Mourgias-Alexandris, Nikolaos Pleros, Anastasios Tefas
2023	J	`jnl`	Robust Architecture-Agnostic and Noise Resilient Training of Photonic Deep Learning Models. IEEE Trans. Emerg. Top. Comput. Intell. Manos Kirtas, Nikolaos Passalis, George Mourgias-Alexandris, George Dabos, Nikos Pleros, Anastasios Tefas
2023	—	`conf`	Using Part-Based Representations for Explainable Deep Reinforcement Learning. PKDD/ECML Workshops (2) Manos Kirtas, Konstantinos Tsampazis, Loukia Avramelou, Nikolaos Passalis, Anastasios Tefas
2022	C	`conf`	A Robust, Quantization-Aware Training Method for Photonic Neural Networks. EANN Athina Oikonomou, Manos Kirtas, Nikos Passalis, George Mourgias-Alexandris, Miltiadis Moralis-Pegios, Nikos Pleros, Anastasios Tefas
2022	—	`conf`	Early Detection of DDoS Attacks using Photonic Neural Networks. IVMSP Manos Kirtas, Nikolaos Passalis, Dimitrios Kalavrouziotis, Dimitris Syrivelis, Paraskevas Bakopoulos, Nikos Pleros, Anastasios Tefas
2022	—	`conf`	Learning photonic neural network initialization for noise-aware end-to-end fiber transmission. EUSIPCO Manos Kirtas, Nikos Passalis, George Mourgias-Alexandris, George Dabos, Nikos Pleros, Anastasios Tefas
2022	—	`conf`	Normalized Post-training Quantization for Photonic Neural Networks. SSCI Manos Kirtas, Nikolaos Passalis, Athina Oikonomou, George Mourgias-Alexandris, Miltiadis Moralis-Pegios, Nikos Pleros, Anastasios Tefas
2022	—	`conf`	Photonic Neuromorphic Computing: Architectures, Technologies, and Training Models. OFC Miltiadis Moralis-Pegios, Angelina Totovic, Apostolos Tsakyridis, George Giamougiannis, George Mourgias-Alexandris, George Dabos, Nikolaos Passalis, Manos Kirtas, Anastasios Tefas, Nikos Pleros
2022	J	`jnl`	Quantization-aware training for low precision photonic neural networks. Neural Networks Manos Kirtas, Athina Oikonomou, Nikolaos Passalis, George Mourgias-Alexandris, Miltiadis Moralis-Pegios, Nikos Pleros, Anastasios Tefas
2022	J	`jnl`	WDM equipped universal linear optics for programmable neuromorphic photonic processors. Neuromorph. Comput. Eng. Angelina Totovic, Christos Pappas, Manos Kirtas, Apostolos Tsakyridis, George Giamougiannis, Nikolaos Passalis, Miltiadis Moralis-Pegios, Anastasios Tefas, Nikos Pleros
2021	—	`conf`	25GMAC/sec/axon photonic neural networks with 7GHz bandwidth optics through channel response-aware training. ECOC George Mourgias-Alexandris, Apostolos Tsakyridis, Nikolaos Passalis, Manos Kirtas, Anastasios Tefas, Teerapat Rutirawut, Frederic Y. Gardes, Nikos Pleros, Miltiadis Moralis-Pegios
2021	—	`conf`	A Silicon Photonic Coherent Neuron with 10GMAC/sec processing line-rate. OFC George Mourgias-Alexandris, Miltiadis Moralis-Pegios, Stelios Simos, George Dabos, Nikos Passalis, Manos Kirtas, Teerapat Rutirawut, Frederic Y. Gardes, Anastasios Tefas, Nikos Pleros
2021	—	`conf`	Compute with Light: Architectures, Technologies and Training Models for Neuromorphic Photonic Circuits. ECOC Nikos Pleros, Miltiadis Moralis-Pegios, Angelina Totovic, George Dabos, Apostolos Tsakyridis, George Giamougiannis, George Mourgias-Alexandris, Nikos Passalis, Manos Kirtas, Anastasios Tefas
2021	—	`conf`	Silicon-integrated coherent neurons with 32GMAC/sec/axon compute line-rates using EAM-based input and weighting cells. ECOC George Giamougiannis, Apostolos Tsakyridis, George Mourgias-Alexandris, Miltiadis Moralis-Pegios, Angelina Totovic, George Dabos, Nikos Passalis, Manos Kirtas, Nikos Bamiedakis, Anastasios Tefas, David Lazovsky, Nikos Pleros
2020	—	`conf`	Deepbots: A Webots-Based Deep Reinforcement Learning Framework for Robotics. AIAI (2) Manos Kirtas, Konstantinos Tsampazis, Nikolaos Passalis, Anastasios Tefas
2020	—	`conf`	Training Noise-Resilient Recurrent Photonic Networks for Financial Time Series Analysis. EUSIPCO Nikolaos Passalis, Manos Kirtas, George Mourgias-Alexandris, George Dabos, Nikos Pleros, Anastasios Tefas