Nikolaos Passalis

4.2k citations

155 papers · 2.2k indexed · h-index 25

Artificial Intelligence top 1%
- Neural Networks and Reservoir Computing 47
- Domain Adaptation and Few-Shot Learning 26
Management Science and Operations Research top 1%
- Stock Market Forecasting Methods 22
Computer Vision and Pattern Recognition top 2%
- Advanced Neural Network Applications 22
- Advanced Image and Video Retrieval Techniques 19
Electrical and Electronic Engineering top 5%
- Optical Network Technologies 36
- Photonic and Optical Devices 28
- Advanced Memory and Neural Computing 18
Finance top 5%

Co-authors: Anastasios Tefas Nikos Pleros Moncef Gabbouj Avraam Tsantekidis George Mourgias-Alexandris Alexandros Iosifidis Apostolos Tsakyridis Juho Kanniainen
Cited by: Artificial Intelligence Management Science and Operations Research Computer Vision and Pattern Recognition
Journals: Nature Communications (1 paper)Optics Letters (1 paper)Optics Express (4 papers)
Partner nations: Greece Finland Denmark

In The Last Decade

Nikolaos Passalis

139 papers receiving 2.2k citations

Peers

Countries citing papers authored by Nikolaos Passalis

Since Specialization

Citations

This map shows the geographic impact of Nikolaos Passalis's research. It shows the number of citations coming from papers published by authors working in each country. You can also color the map by specialization and compare the number of citations received by Nikolaos Passalis with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Nikolaos Passalis more than expected).

Fields of papers citing papers by Nikolaos Passalis

Since Specialization

Physical SciencesHealth SciencesLife SciencesSocial Sciences

This network shows the impact of papers produced by Nikolaos Passalis. Nodes represent research fields, and links connect fields that are likely to share authors. Colored nodes show fields that tend to cite the papers produced by Nikolaos Passalis. The network helps show where Nikolaos Passalis may publish in the future.

Co-authorship network

The 25 scholars most cited alongside Nikolaos Passalis, linked wherever they have co-authored with each other. Click a name or a connecting line to browse the papers they share.

Border = papers with Nikolaos Passalis Line = papers co-authored together Nikolaos Passalis links everyone, so they are left out of the graph.

All Works

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20 of 20 papers shown

#	Work
1	Photonic Kolmogorov-Arnold networks based on self-phase modulation in nonlinear waveguides Optics Letters ·Kostas Sozos,Dimitrios Spanos,Stavros Deligiannidis,George Sarantoglou,Nikolaos Passalis,N. Pleros,Charis Mesaritakis,(unknown),Adonis Bogris	2026	0
2	Sign potential-driven multiplicative optimization for robust deep reinforcement learning Neural Networks ·Loukia Avramelou,Manos Kirtas,Nikolaos Passalis,Anastasios Tefas	2025	0
3	A 262 TOPS hyperdimensional photonic AI accelerator powered by a Si3N4 microcomb laser APL Photonics ·Christos Pappas,A. Prapas,Theodoros Moschos,Manos Kirtas,Odysseas Asimopoulos,Apostolos Tsakyridis,Miltiadis Moralis‐Pegios,Christos Vagionas,Nikolaos Passalis,Cagri Ozdilek,Timofey Shpakovsky,Alain Yuji Takabayashi,J. D. Jost,Maxim Karpov,Anastasios Tefas,Nikos Pleros	2025	1
4	A deep learning framework for photovoltaic power forecasting in multiple interconnected countries Sustainable Energy Technologies and Assessments ·Christos N. Dimitriadis,Nikolaos Passalis,Michael C. Georgiadis	2025	11
5	Enhancing industrial scheduling through machine learning: A synergistic approach with predictive modeling and clustering Computers & Chemical Engineering ·Maria E. Samouilidou,Nikolaos Passalis,Georgios P. Georgiadis,Michael C. Georgiadis	2025	3
6	Robotic safe adaptation in unprecedented situations: the RoboSAPIENS project Peter Gorm Larsen,Shaukat Ali,Roland Behrens,Ana Cavalcanti,Cláudio Gomes,Guoyuan Li,Paul De Meulenaere,M.L. Olsen,Nikolaos Passalis,Thomas Peyrucain,J Tapia,Anastasios Tefas,Houxiang Zhang	2024	2
7	Vpit: real-time embedded single object 3D tracking using voxel pseudo images Neural Computing and Applications ·Illia Oleksiienko,Paraskevi Nousi,Nikolaos Passalis,Anastasios Tefas,Alexandros Iosifidis	2024	0
8	Predicting the immunomodulatory activity of probiotic lactic acid bacteria using supervised machine learning in a Cornu aspersum snail model Fish & Shellfish Immunology ·Elissavet Charizani,Esmeralda Dushku,Maria Kyritsi,Eleftheria Theodora Metallinou,Argyro Karathodorou,Eleni Amanetidou,Marianthi-Maria Kokkaleniou,Nikolaos Passalis,Anastasios Tefas,Αλεξάνδρα Στάικου,Minas Yiangou	2024	4
9	Bi-Directional Knowledge Transfer For Continual Deep Reinforcement Learning in Financial Trading Dimitrios Katsikas,Nikolaos Passalis,Anastasios Tefas	2024	0
10	Deep residual networks for gravitational wave detection Physical review. D ·Paraskevi Nousi,Alexandra E. Koloniari,Nikolaos Passalis,P. Iosif,Nikolaos Stergioulas,Anastasios Tefas	2023	18
11	Deep reinforcement learning for financial trading using multi-modal features Expert Systems with Applications ·Loukia Avramelou,Paraskevi Nousi,Nikolaos Passalis,Anastasios Tefas	2023	17
12	Mixed-precision quantization-aware training for photonic neural networks Neural Computing and Applications ·Manos Kirtas,Nikolaos Passalis,Athina Oikonomou,Miltiadis Moralis‐Pegios,George Giamougiannis,Apostolos Tsakyridis,George Mourgias-Alexandris,Nikos Pleros,Anastasios Tefas	2023	12
13	Silicon Photonic Neuromorphic Computing with 16 GHz Input Data and Weight Update Line Rates Conference on Lasers and Electro-Optics ·Apostolos Tsakyridis,George Giamougiannis,George Mourgias-Alexandris,Angelina Totović,George Dabos,Nikolaos Passalis,Manos Kirtas,Anastasios Tefas,Miltiadis Moralis‐Pegios,Nikos Pleros	2022	4
14	Channel response-aware photonic neural network accelerators for high-speed inference through bandwidth-limited optics Optics Express ·George Mourgias-Alexandris,Miltiadis Moralis‐Pegios,Apostolos Tsakyridis,Nikolaos Passalis,Manos Kirtas,Anastasios Tefas,Teerapat Rutirawut,Frédéric Y. Gardes,Nikos Pleros	2022	17
15	Neuromorphic Silicon Photonics and Hardware-Aware Deep Learning for High-Speed Inference Journal of Lightwave Technology ·Miltiadis Moralis‐Pegios,George Mourgias-Alexandris,Apostolos Tsakyridis,George Giamougiannis,Angelina Totović,George Dabos,Nikolaos Passalis,Manos Kirtas,Teerapat Rutirawut,Frédéric Y. Gardes,Anastasios Tefas,Nikos Pleros	2022	45
16	Noise-resilient and high-speed deep learning with coherent silicon photonics Nature Communications ·George Mourgias-Alexandris,Miltiadis Moralis‐Pegios,Apostolos Tsakyridis,Stelios Simos,George Dabos,Angelina Totović,Nikolaos Passalis,Manos Kirtas,Teerapat Rutirawut,Frédéric Y. Gardes,Anastasios Tefas,Nikos Pleros	2022	81
17	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	24
18	An all-optical neuron with sigmoid activation function Optics Express ·George Mourgias-Alexandris,Apostolos Tsakyridis,Nikolaos Passalis,Anastasios Tefas,Konstantinos Vyrsokinos,Nikos Pleros	2019	163
19	Temporal Bag-of-Features Learning for Predicting Mid Price Movements Using High Frequency Limit Order Book Data IEEE Transactions on Emerging Topics in Computational Intelligence ·Nikolaos Passalis,Anastasios Tefas,Juho Kanniainen,Moncef Gabbouj,Alexandros Iosifidis	2018	38
20	Probabilistic Knowledge Transfer for Deep Representation Learning. arXiv (Cornell University) ·Nikolaos Passalis,Anastasios Tefas	2018	7

About Nikolaos Passalis

Nikolaos Passalis is a scholar working on Artificial Intelligence, Computer Vision and Pattern Recognition and Management Science and Operations Research, having authored 155 papers that have together received 2.2k indexed citations. Recurring topics across this work include Neural Networks and Reservoir Computing (47 papers), Optical Network Technologies (36 papers), Photonic and Optical Devices (28 papers), Domain Adaptation and Few-Shot Learning (26 papers), Stock Market Forecasting Methods (22 papers), Advanced Neural Network Applications (22 papers), Advanced Image and Video Retrieval Techniques (19 papers) and Advanced Memory and Neural Computing (18 papers). The work is most often cited by research in Artificial Intelligence (1.3k citations), Management Science and Operations Research (439 citations) and Computer Vision and Pattern Recognition (474 citations). Nikolaos Passalis has collaborated with scholars based in Greece, Finland and Denmark. Frequent co-authors include Anastasios Tefas, Nikos Pleros, Moncef Gabbouj, Avraam Tsantekidis, George Mourgias-Alexandris, Alexandros Iosifidis, Apostolos Tsakyridis, Juho Kanniainen, Manos Kirtas and Angelina Totović. Their work appears in journals such as Nature Communications, Optics Letters and Optics Express.

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