Nelson Costa - Publications, H-index & Citations

Low complexity neural network equalizer for nonlinearity mitigation in digital subcarrier multiplexing systems 用于数字子载波复用系统中非线性缓解的低复杂度神经网络均衡器

IF3.5

2025-03-20

OAAI

Khare, Prasunika; Costa, Nelson; Ruiz, Marc; Napoli, Antonio; Comellas, Jaume; Pedro, Joao; Velasco, Luis

OPTICS EXPRESS

IF3.3

2025-01-17

OAAI

Srivallapanondh, Sasipim; Freire, Pedro; Parisi, Giuseppe; Devigili, Mariano; Costa, Nelson; Spinnler, Bernhard; Napoli, Antonio; Prilepsky, Jaroslaw e; Turitsyn, Sergei k

Digital Twin-Assisted Lightpath Provisioning and Nonlinear Mitigation in C plus L plus S Multiband Optical Networks

Experimental validation of XPM mitigation using a generalizable multi-task learning neural network 使用可概括的多任务学习神经网络对XPM缓解进行实验验证

IF3.5

2024-12-17

OAAI

Ghasrizadeh, Sadegh; Khare, Prasunika; Costa, Nelson; Ruiz, Marc; Napoli, Antonio; Pedro, Joao; Velasco, Luis

OPTICS LETTERS

IF3.3

2024-12-02

PREAI

Srivallapanondh, Sasipim; Freire, Pedro; Spinnler, Bernhard; Costa, Nelson; Schairer, Wolfgang; Napoli, Antonio; Turitsyn, Sergei K.; Prilepsky, Jaroslaw E.

Optimized design of horseshoe-and-spur filterless networks leveraging point-to-multipoint coherent pluggable transceivers

Computational Complexity Optimization of Neural Network-Based Equalizers in Digital Signal Processing: A Comprehensive Approach 数字信号处理中基于神经网络的均衡器的计算复杂度优化: 一种综合方法

IF4.3

2024-09-17

PREAI

Hosseini, Mohammad M.; Pedro, Joao; Costa, Nelson; Castro, Carlos; Napoli, Antonio

Parallelization of Recurrent Neural Network-Based Equalizer for Coherent Optical Systems via Knowledge Distillation 基于知识蒸馏的相干光学系统递归神经网络均衡器的并行化

IF4.8

2024-06-15

OAAI

Freire, Pedro; Srivallapanondh, Sasipim; Spinnler, Bernhard; Napoli, Antonio; Costa, Nelson; Prilepsky, Jaroslaw E.; Turitsyn, Sergei K.

Model and data-centric machine learning algorithms to address data scarcity for failure identification

IF4.8

2024-04-01

OAAI

Srivallapanondh, Sasipim; Freire, Pedro J.; Spinnler, Bernhard; Costa, Nelson; Napoli, Antonio; Turitsyn, Sergei K.; Prilepsky, Jaroslaw E.

Applications of the OCATA time domain digital twin: from QoT estimation to failure management

IF4.3

2024-02-26

PREAI

Khan, Lareb Zar; Pedro, Joao; Costa, Nelson; Sgambelluri, Andrea; Napoli, Antonio; Sambo, Nicola

Cost analysis of ultrawideband transmission in optical networks

IF4.3

2024-02-01

PREAI

Devigili, M.; Ruiz, M.; Costa, N.; Castro, C.; Napoli, A.; Pedro, J.; Velasco, L.

Twining Digital Subcarrier Multiplexed Optical Signals With OCATA for Lightpath Provisioning

IF4.3

2024-01-17

PREAI

Souza, Andre; Correia, Bruno; Napoli, Antonio; Curri, Vittorio; Costa, Nelson; Pedro, Joao; Pires, Joao

Investigating Imperfect Cloning for Extending Quantum Communication Capabilities 研究不完善的克隆以扩展量子通信能力

IF4.8

2024-01-01

OAAI

Devigili, Mariano; Sequeira, Diogo; Torres-Ferrera, Pablo; Srivallapanondh, Sasipim; Costa, Nelson; Ruiz, Marc; Castro, Carlos; Napoli, Antonio; Pedro, Joao; Velasco, Luis

Hybrid amplifier placement in mesh DWDM networks using integer linear programming models

IF3.5

2023-09-14

OAAI

Iqbal, Masab; Velasco, Luis; Costa, Nelson; Napoli, Antonio; Pedro, Joao; Ruiz, Marc

Comparison of fast quality of transmission estimation methods for C? plus ?L? plus ?S optical systems

IF4.3

2023-09-11

PREAI

Pedro, Joao; Costa, Nelson

Optimized design of filterless horseshoe networks exploiting point-to-multipoint coherent transceivers 利用点对多点相干收发器的无滤波器马蹄形网络的优化设计

IF4.3

2023-09-06

PREAI

Souza, Andre; Costa, Nelson; Pedro, Joao; Pires, Joao

Reducing Computational Complexity of Neural Networks in Optical Channel Equalization: From Concepts to Implementation 降低光通道均衡中神经网络的计算复杂度: 从概念到实现

IF4.3

2023-08-02

OAAI

Hosseini, Mohammad M.; Pedro, Joao; Napoli, Antonio; Costa, Nelson; Prilepsky, Jaroslaw E.; Turitsyn, Sergei K.

Implementing Neural Network-Based Equalizers in a Coherent Optical Transmission System Using Field-Programmable Gate Arrays 使用现场可编程门阵列在相干光传输系统中实现基于神经网络的均衡器

IF4.8

2023-07-15

OAAI

Freire, Pedro J.; Napoli, Antonio; Spinnler, Bernhard; Anderson, Michael; Ron, Diego Arguello; Schairer, Wolfgang; Bex, Thomas; Costa, Nelson; Turitsyn, Sergei K.; Prilepsky, Jaroslaw E.

Supporting Heterogenous Traffic on Top of Point-to-Multipoint Light-Trees

IF4.8

2023-06-15

OAAI

Freire, Pedro J.; Srivallapanondh, Sasipim; Anderson, Michael; Spinnler, Bernhard; Bex, Thomas; Eriksson, Tobias A.; Napoli, Antonio; Schairer, Wolfgang; Costa, Nelson; Blott, Michaela; Turitsyn, Sergei K.; Prilepsky, Jaroslaw E.

Multi-period planning in metro-aggregation networks exploiting point-to-multipoint coherent transceivers 利用点对多点相干收发器的城域聚合网络中的多周期规划

IF3.5

2023-02-23

OAAI

Iqbal, Masab; Velasco, Luis; Ruiz, Marc; Costa, Nelson; Napoli, Antonio; Pedro, Joao; Comellas, Jaume