Dalton Soares Arantes

Dados pessoais

Lattes
Grupos de Pesquisa
Genealogia Acadêmica

Nacionalidade: Brasileira
Grande área de atuação: Engenharias
Área de atuação: Engenharia Elétrica

Publicações

Total: 131

Área temática ASJC

Percentual das publicações classificadas

HS Ciências da Saúde
LS Ciências da Vida
MU Multidisciplinar
PS Ciências Físicas
SH Ciências Sociais e Humanidades

Categoria ASJC

Categorias ASJC mais frequentes

Nome	Vínculo	Links	Grande área de atuação	Área de atuação
Nome	Vínculo		Grande área de atuação	Área de atuação
Cecilia Sosa Arias PEIXOTO			Ciências Exatas e da Terra	Ciência da Computação

Figura 1

Número de publicações por ano e por tipo

Todas as publicações do perfil

Figura 2

Categorias ASJC mais frequentes por ano

A cor dos pontos identifica a categoria predominante

Figura 3

Mapa de calor das categorias ASJC por ano

Frequências absolutas; cores mais escuras indicam mais publicações. Todas as categorias ASJC e anos disponíveis, sem aplicar os filtros da página.

Escala: 0 → 7

Mapa de calor das categorias ASJC por ano
Categoria ASJC	1975	1979	1980	1984	1985	1986	1987	1988	1989	1990	1991	1994	1996	1997	1998	1999	2000	2001	2002	2003	2004	2005	2006	2007	2008	2009	2010	2011	2012	2013	2014	2015	2016	2018	2019	2020	2021	2022	2023	2024
1705 · Computer Networks and Communications	1	0	2	0	1	0	0	1	2	1	0	0	1	1	1	0	3	2	7	3	3	1	1	3	1	3	1	4	1	1	2	0	1	1	0	1	3	1	6	2
1706 · Computer Science Applications	0	0	0	0	0	0	0	0	0	0	0	0	0	0	1	0	3	0	0	0	0	0	2	1	1	0	1	2	1	1	1	0	1	0	0	1	0	1	0	0
1702 · Artificial Intelligence	0	0	0	0	0	0	0	0	0	0	0	0	0	2	0	1	0	0	0	0	0	0	0	0	0	0	0	1	0	0	0	0	0	0	0	1	1	1	2	3
1711 · Signal Processing	0	0	0	1	0	1	0	0	1	0	0	1	0	2	0	0	1	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
2208 · Electrical and Electronic Engineering	0	1	0	0	0	0	0	0	0	0	0	0	1	0	0	0	0	0	0	0	0	0	0	0	0	0	0	1	0	1	0	1	0	0	0	1	0	0	0	0
1701 · Computer Science (miscellaneous)	0	0	0	0	1	0	0	0	0	0	0	0	0	0	0	0	1	0	0	0	0	0	0	1	0	0	0	0	0	1	1	0	0	0	0	0	0	0	0	0
2614 · Theoretical Computer Science	0	0	0	0	0	0	0	1	0	0	1	0	0	0	0	1	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
3304 · Education	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	2	1	0	0	0	0	0	0	0	0	0
1703 · Computational Theory and Mathematics	0	0	0	0	0	0	2	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
1709 · Human-Computer Interaction	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	1	0	0	0	1	0	0	0	0	0
1508 · Process Chemistry and Technology	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	1	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
1707 · Computer Vision and Pattern Recognition	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	1	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
1708 · Hardware and Architecture	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	1	0	0	0
1712 · Software	0	0	0	0	0	0	1	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
2103 · Fuel Technology	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	1	0	0	0	0	0
2105 · Renewable Energy; Sustainability and the Environment	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	1	0	0	0	0	0
2204 · Biomedical Engineering	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	1	0	0	0	0	0
2207 · Control and Systems Engineering	0	0	0	0	0	1	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
2214 · Media Technology	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	1	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
2606 · Control and Optimization	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	1	0	0	0	0	0	0	0	0	0	0	0	0	0
2613 · Statistics and Probability	0	0	0	0	0	0	0	0	0	0	0	0	0	0	1	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
2804 · Cellular and Molecular Neuroscience	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	1	0	0	0	0	0	0

Ano	Tipo	Registro	Área temática e categoria ASJC
	Tipo de Publicação	Registro	Área temática e categoria ASJC
2024	Trabalho em evento	Deep Complex-valued Radial Basis Function Neural Networks and Parameter Selection Soares Jonathan A; Luiz Vinícius H; Dalton Soares ARANTES; Mayer Kayol S 2024 19th International Symposium on Wireless Communication Systems (ISWCS) DOI 10.1109/iswcs61526.2024.10639101 ISBN 9798350362510	PS Artificial Intelligence
2024	Trabalho em evento	Network-wide QoT Estimation Using SGD with Gradient Transfer Between Wavelengths Mayer Kayol S; Soares Jonathan A; Dal Maso Marcos P A; Rothenberg Christian E; Dalton Soares ARANTES et al Optical Fiber Communication Conference DOI 10.1364/ofc.2024.m1h.7 ISBN 9781957171326	PS Computer Networks and Communications
2024	Trabalho em evento	Neural Network-based Subcarrier-level Joint Channel Estimation and Decoding for MIMO-OFDM Receivers Soares Jonathan A; Mayer Kayol S; Dalton Soares ARANTES 2024 IEEE LatinAmerican Conference on Communications (LATINCOM) DOI 10.1109/latincom62985.2024.10770650 ISBN 9798331521110	PS Computer Networks and Communications
2024	Trabalho em evento	On the Parameter Selection of Phase-transmittance Radial Basis Function Neural Networks for Communication Systems Soares Jonathan A; Mayer Kayol S; Dalton Soares ARANTES 2024 IEEE International Conference on Machine Learning for Communication and Networking (ICMLCN) DOI 10.1109/icmlcn59089.2024.10624891 ISBN 9798350343199	PS Artificial Intelligence
2024	Artigo em periódico	RosenPy: An open source Python framework for complex-valued neural networks Cruz Ariadne A; Kayol Soares MAYER; Dalton Soares ARANTES Softwarex DOI 10.1016/j.softx.2024.101925 ISSN 2352-7110	PS Artificial Intelligence
2023	Trabalho em evento	On the Computational Complexities of Complex-Valued Neural Networks Mayer Kayol S; Soares Jonathan A; Cruz Ariadne A; Dalton Soares ARANTES 2023 IEEE LatinAmerican Conference on Communications (LATINCOM) DOI 10.1109/latincom59467.2023.10361866 ISBN 9798350326871	PS Artificial Intelligence
2023	Trabalho em evento	DNN-based QoT Estimation Using Topological Inputs and Training with Synthetic-Physical Data Mayer Kayol S; Dos Santos Luan C M; Pinto Rossano P; Dal Maso Marcos P A; Rothenberg Christian E et al 2023 IEEE Photonics Conference (IPC) DOI 10.1109/ipc57732.2023.10360738 ISBN 9798350347227	PS Artificial Intelligence
2023	Trabalho em evento	CVNN-based Channel Estimation and Equalization in OFDM Systems Without Cyclic Prefix Sousa Heitor Dos SANTOS; Soares Jonathan AGUIAR; Mayer Kayol S; Dalton Soares ARANTES XLI Simpósio Brasileiro de Telecomunicações e Processamento de Sinais DOI 10.14209/sbrt.2023.1570923809	PS Computer Networks and Communications
2023	Trabalho em evento	Chat-IBN-RASA: Building an Intent Translator for Packet-Optical Networks based on RASA Cesila Celso H; Pinto Rossano P; Mayer Kayol S; Escallón Portilla Andrés F; Mello Darli A A et al 2023 IEEE 9th International Conference on Network Softwarization (NetSoft) DOI 10.1109/netsoft57336.2023.10175491 ISBN 9798350399806	PS Computer Networks and Communications
2023	Trabalho em evento	Demonstration of Packet-Optical Intent-Based Survivability Using Mininet-Optical Pinto Rossano P; Cesila Celso H; Mayer Kayol S; Portilla Andres F E; Dalton Soares ARANTES et al 2023 Optical Fiber Communications Conference and Exhibition (OFC) DOI 10.23919/ofc49934.2023.10116370	PS Computer Networks and Communications
2023	Trabalho em evento	Packet-Optical Differentiated Survivability Implemented by P4 Slices and gNMI Telemetry Pinto Rossano P; Mayer Kayol S; Dalton Soares ARANTES; Mello Darli A A; Rothenberg Christian E 2023 Optical Fiber Communications Conference and Exhibition (OFC) DOI 10.23919/ofc49934.2023.10116519	PS Computer Networks and Communications
2023	Trabalho em evento	When Digital Twins Meet Optical Networks Operations Mello Darli A A; Mayer Kayol S; Escallón Portilla Andrés F; Dalton Soares ARANTES; Pinto Rossano P et al 2023 Optical Fiber Communications Conference and Exhibition (OFC) DOI 10.23919/ofc49934.2023.10117208	PS Computer Networks and Communications
2023	Artigo em periódico	Semi-Supervised ML-Based Joint Channel Estimation and Decoding for m-MIMO With Gaussian Inference Learning Soares Jonathan AGUIAR; Mayer Kayol SOARES; Dalton Soares ARANTES IEEE Wireless Communications Letters DOI 10.1109/lwc.2023.3309479 ISSN 2162-2337	PS Computer Networks and Communications
2022	Trabalho em evento	PCA-based Channel Estimation for MIMO Communications Soares Jonathan AGUIAR; Mayer KAYOL; Valadares PEDRO; Dalton Soares ARANTES XL Simpósio Brasileiro de Telecomunicações e Processamento de Sinais DOI 10.14209/sbrt.2022.1570825011	PS Computer Networks and Communications
2022	Artigo em periódico	Demonstration of ML-assisted Soft-Failure Localization Based on Network Digital Twins Kayol Soares MAYER; Pinto Rossano PABLO; Soares Jonathan AGUIAR; Dalton Soares ARANTES; Rothenberg CHRISTIAN et al JOURNAL OF LIGHTWAVE TECHNOLOGY DOI 10.1109/JLT.2022.3170278 ISSN 0733-8724	PS Computer Science Applications
2022	Artigo em periódico	Deep Phase-Transmittance RBF Neural Network for Beamforming with Multiple Users Muller CANDICE; Soares Jonathan AGUIAR; De Castro Fernando Cesar COMPARSI; Dalton Soares ARANTES IEEE Wireless Communications Letters DOI 10.1109/LWC.2022.3177162 ISSN 2162-2345	PS Artificial Intelligence
2021	Trabalho em evento	Demonstration of Machine-Intelligent Soft-Failure Localization Using SDN Telemetry Rossano P PINTO; Kayol Soares MAYER; Jonathan Aguiar SOARES; Dalton Soares ARANTES; Darli A A MELLO et al 2021 Optical Fiber Communications Conference and Exhibition (OFC) ISBN 97819435806	PS Computer Networks and Communications
2021	Artigo em periódico	100 Gbit/s AES-GCM cryptography engine for optical transport network systems: Architecture; design and 40-nm silicon prototyping Mobilon EDUARDO; Dalton Soares ARANTES MICROELECTRONICS JOURNAL DOI 10.1016/j.mejo.2021.105229 ISSN 0026-2692	PS Hardware and Architecture
2021	Artigo em periódico	A Nonlinear Concurrent Butterfly Equalizer Kayol Soares MAYER; Jonathan Aguiar SOARES; Dalton Soares ARANTES Radioengineering DOI 10.13164/re.2021.0261 ISSN 1210-2512	PS Computer Networks and Communications
2021	Artigo em periódico	Complex-Valued Phase Transmittance RBF Neural Networks for Massive MIMO-OFDM Receivers Soares Jonathan AGUIAR; Kayol Soares MAYER; De Castro Fernando César COMPARSI; Dalton Soares ARANTES SENSORS DOI 10.3390/s21248200 ISSN 1424-8220	PS Artificial Intelligence
2021	Artigo em periódico	Machine-learning-based soft-failure localization with partial software-defined networking telemetry Soares Jonathan A; Pinto Rossano P; Rothenberg Christian E; Dalton Soares ARANTES; Mello Darli A A Journal of Optical Communications and Networking DOI 10.1364/JOCN.424654 ISSN 1943-0620	PS Computer Networks and Communications
2020	Trabalho em evento	High data-rates and high-order DP-QAM optical links can be efficiently implemented with concurrent equalization Mayer Kayol S; Veruska Rodriguea MOREIRA; Soares Jonathan A; Dalton Soares ARANTES 2020 Photonics North (PN) DOI 10.1109/pn50013.2020.9167008 ISBN 9781728181080	PS Electrical and Electronic Engineering
2020	Trabalho em evento	A deep neural network model for link failure identification in multi-path ROADM based networks Shimizu Denis Y; Mayer Kayol S; Soares Jonathan A; Dalton Soares ARANTES 2020 Photonics North (PN) DOI 10.1109/pn50013.2020.9166978 ISBN 9781728181080	PS Artificial Intelligence
2020	Trabalho em evento	Soft failure localization using machine learning with SDN-based network-wide telemetry Kayol Soares MAYER; Jonathan Aguiar SOARES; Rossano P PINTO; Christian E ROTHENBERG; Dalton Soares ARANTES et al 46th European Conference on Optical Communication - ECOC 2020 DOI 10.1109/ECOC48923.2020.9333313	PS Computer Networks and Communications
2020	Artigo em periódico	Complex MIMO RBF Neural Networks for Transmitter Beamforming over Nonlinear Channels Soares Mayer KAYOL; Aguiar Soares JONATHAN; Dalton Soares ARANTES SENSORS DOI 10.3390/s20020378 ISSN 1424-8220	PS Computer Science Applications

2024 Trabalho em evento

PS Artificial Intelligence

Deep Complex-valued Radial Basis Function Neural Networks and Parameter Selection

2024 19th International Symposium on Wireless Communication Systems (ISWCS)

Soares Jonathan A; Luiz Vinícius H; Dalton Soares ARANTES; Mayer Kayol S

DOI ISBN 9798350362510

2024 Trabalho em evento

PS Computer Networks and Communications

Network-wide QoT Estimation Using SGD with Gradient Transfer Between Wavelengths

Optical Fiber Communication Conference

Mayer Kayol S; Soares Jonathan A; Dal Maso Marcos P A; Rothenberg Christian E; Dalton Soares ARANTES et al

DOI ISBN 9781957171326

2024 Trabalho em evento

PS Computer Networks and Communications

Neural Network-based Subcarrier-level Joint Channel Estimation and Decoding for MIMO-OFDM Receivers

2024 IEEE LatinAmerican Conference on Communications (LATINCOM)

Soares Jonathan A; Mayer Kayol S; Dalton Soares ARANTES

DOI ISBN 9798331521110

2024 Trabalho em evento

PS Artificial Intelligence

On the Parameter Selection of Phase-transmittance Radial Basis Function Neural Networks for Communication Systems

2024 IEEE International Conference on Machine Learning for Communication and Networking (ICMLCN)

Soares Jonathan A; Mayer Kayol S; Dalton Soares ARANTES

DOI ISBN 9798350343199

2024 Artigo em periódico

PS Artificial Intelligence

RosenPy: An open source Python framework for complex-valued neural networks

Softwarex

Cruz Ariadne A; Kayol Soares MAYER; Dalton Soares ARANTES

DOI ISSN 2352-7110

2023 Trabalho em evento

PS Artificial Intelligence

On the Computational Complexities of Complex-Valued Neural Networks

2023 IEEE LatinAmerican Conference on Communications (LATINCOM)

Mayer Kayol S; Soares Jonathan A; Cruz Ariadne A; Dalton Soares ARANTES

DOI ISBN 9798350326871

2023 Trabalho em evento

PS Artificial Intelligence

DNN-based QoT Estimation Using Topological Inputs and Training with Synthetic-Physical Data

2023 IEEE Photonics Conference (IPC)

Mayer Kayol S; Dos Santos Luan C M; Pinto Rossano P; Dal Maso Marcos P A; Rothenberg Christian E et al

DOI ISBN 9798350347227

2023 Trabalho em evento

PS Computer Networks and Communications

CVNN-based Channel Estimation and Equalization in OFDM Systems Without Cyclic Prefix

XLI Simpósio Brasileiro de Telecomunicações e Processamento de Sinais

Sousa Heitor Dos SANTOS; Soares Jonathan AGUIAR; Mayer Kayol S; Dalton Soares ARANTES

DOI

2023 Trabalho em evento

PS Computer Networks and Communications

Chat-IBN-RASA: Building an Intent Translator for Packet-Optical Networks based on RASA

2023 IEEE 9th International Conference on Network Softwarization (NetSoft)

Cesila Celso H; Pinto Rossano P; Mayer Kayol S; Escallón Portilla Andrés F; Mello Darli A A et al

DOI ISBN 9798350399806

2023 Trabalho em evento

PS Computer Networks and Communications

Demonstration of Packet-Optical Intent-Based Survivability Using Mininet-Optical

2023 Optical Fiber Communications Conference and Exhibition (OFC)

Pinto Rossano P; Cesila Celso H; Mayer Kayol S; Portilla Andres F E; Dalton Soares ARANTES et al

DOI

2023 Trabalho em evento

PS Computer Networks and Communications

Packet-Optical Differentiated Survivability Implemented by P4 Slices and gNMI Telemetry

2023 Optical Fiber Communications Conference and Exhibition (OFC)

Pinto Rossano P; Mayer Kayol S; Dalton Soares ARANTES; Mello Darli A A; Rothenberg Christian E

DOI

2023 Trabalho em evento

PS Computer Networks and Communications

When Digital Twins Meet Optical Networks Operations

2023 Optical Fiber Communications Conference and Exhibition (OFC)

Mello Darli A A; Mayer Kayol S; Escallón Portilla Andrés F; Dalton Soares ARANTES; Pinto Rossano P et al

DOI

2023 Artigo em periódico

PS Computer Networks and Communications

Semi-Supervised ML-Based Joint Channel Estimation and Decoding for m-MIMO With Gaussian Inference Learning

IEEE Wireless Communications Letters

Soares Jonathan AGUIAR; Mayer Kayol SOARES; Dalton Soares ARANTES

DOI ISSN 2162-2337

2022 Trabalho em evento

PS Computer Networks and Communications

PCA-based Channel Estimation for MIMO Communications

XL Simpósio Brasileiro de Telecomunicações e Processamento de Sinais

Soares Jonathan AGUIAR; Mayer KAYOL; Valadares PEDRO; Dalton Soares ARANTES

DOI

2022 Artigo em periódico

PS Computer Science Applications

Demonstration of ML-assisted Soft-Failure Localization Based on Network Digital Twins

JOURNAL OF LIGHTWAVE TECHNOLOGY

Kayol Soares MAYER; Pinto Rossano PABLO; Soares Jonathan AGUIAR; Dalton Soares ARANTES; Rothenberg CHRISTIAN et al

DOI ISSN 0733-8724

2022 Artigo em periódico

PS Artificial Intelligence

Deep Phase-Transmittance RBF Neural Network for Beamforming with Multiple Users

IEEE Wireless Communications Letters

Muller CANDICE; Soares Jonathan AGUIAR; De Castro Fernando Cesar COMPARSI; Dalton Soares ARANTES

DOI ISSN 2162-2345

2021 Trabalho em evento

PS Computer Networks and Communications

Demonstration of Machine-Intelligent Soft-Failure Localization Using SDN Telemetry

2021 Optical Fiber Communications Conference and Exhibition (OFC)

Rossano P PINTO; Kayol Soares MAYER; Jonathan Aguiar SOARES; Dalton Soares ARANTES; Darli A A MELLO et al

ISBN 97819435806

2021 Artigo em periódico

PS Hardware and Architecture

100 Gbit/s AES-GCM cryptography engine for optical transport network systems: Architecture; design and 40-nm silicon prototyping

MICROELECTRONICS JOURNAL

Mobilon EDUARDO; Dalton Soares ARANTES

DOI ISSN 0026-2692

2021 Artigo em periódico

PS Computer Networks and Communications

A Nonlinear Concurrent Butterfly Equalizer

Radioengineering

Kayol Soares MAYER; Jonathan Aguiar SOARES; Dalton Soares ARANTES

DOI ISSN 1210-2512

2021 Artigo em periódico

PS Artificial Intelligence

Complex-Valued Phase Transmittance RBF Neural Networks for Massive MIMO-OFDM Receivers

SENSORS

Soares Jonathan AGUIAR; Kayol Soares MAYER; De Castro Fernando César COMPARSI; Dalton Soares ARANTES

DOI ISSN 1424-8220

2021 Artigo em periódico

PS Computer Networks and Communications

Machine-learning-based soft-failure localization with partial software-defined networking telemetry

Journal of Optical Communications and Networking

Soares Jonathan A; Pinto Rossano P; Rothenberg Christian E; Dalton Soares ARANTES; Mello Darli A A

DOI ISSN 1943-0620

2020 Trabalho em evento

PS Electrical and Electronic Engineering

High data-rates and high-order DP-QAM optical links can be efficiently implemented with concurrent equalization

2020 Photonics North (PN)

Mayer Kayol S; Veruska Rodriguea MOREIRA; Soares Jonathan A; Dalton Soares ARANTES

DOI ISBN 9781728181080

2020 Trabalho em evento

PS Artificial Intelligence

A deep neural network model for link failure identification in multi-path ROADM based networks

2020 Photonics North (PN)

Shimizu Denis Y; Mayer Kayol S; Soares Jonathan A; Dalton Soares ARANTES

DOI ISBN 9781728181080

2020 Trabalho em evento

PS Computer Networks and Communications

Soft failure localization using machine learning with SDN-based network-wide telemetry

46th European Conference on Optical Communication - ECOC 2020

Kayol Soares MAYER; Jonathan Aguiar SOARES; Rossano P PINTO; Christian E ROTHENBERG; Dalton Soares ARANTES et al

DOI

2020 Artigo em periódico

PS Computer Science Applications

Complex MIMO RBF Neural Networks for Transmitter Beamforming over Nonlinear Channels

SENSORS

Soares Mayer KAYOL; Aguiar Soares JONATHAN; Dalton Soares ARANTES

DOI ISSN 1424-8220