Manuel Eugenio Morocho Cayamcela

Publication Activity (10 Years)

Years Active: 2018-2024
Publications (10 Years): 19

Top Topics

American Sign Language

Wireless Systems

Top Venues

Publications

Leo Ramos, Edmundo Casas, Cristian Romero, Francklin Rivas Echeverría, Manuel Eugenio Morocho Cayamcela
A Study of ConvNeXt Architectures for Enhanced Image Captioning. IEEE Access 12 (2024)
Argenis Ronaldo Andrade-Zambrano, Juan Pablo Astudillo León, Manuel Eugenio Morocho Cayamcela, Leticia Lemus Cárdenas, Luis J. de la Cruz Llopis
A Reinforcement Learning Congestion Control Algorithm for Smart Grid Networks. IEEE Access 12 (2024)
Carlos Macancela, Manuel Eugenio Morocho Cayamcela, Oscar Chang
Deep Reinforcement Learning for Efficient Digital Pap Smear Analysis. Comput. 11 (12) (2023)
Judith Nkechinyere Njoku, Manuel Eugenio Morocho Cayamcela, Angela Caliwag, Pei Xiao, Wansu Lim
Predicting target data rates for dynamic spectrum allocation using Gaussian process regression. ICT Express 8 (2) (2022)
Roberto Castro, Israel Pineda, Wansu Lim, Manuel Eugenio Morocho Cayamcela
Deep Learning Approaches Based on Transformer Architectures for Image Captioning Tasks. IEEE Access 10 (2022)
Manuel Eugenio Morocho Cayamcela, Wansu Lim, Martin Maier
An optimal location strategy for multiple drone base stations in massive MIMO. ICT Express 8 (2) (2022)
Manuel Eugenio Morocho Cayamcela, Wansu Lim
Pattern recognition of soldier uniforms with dilated convolutions and a modified encoder-decoder neural network architecture. Appl. Artif. Intell. 35 (6) (2021)
Valeria Lucero, Sherald Noboa, Manuel Eugenio Morocho Cayamcela
Plant Disease Classification and Severity Estimation: A Comparative Study of Multitask Convolutional Neural Networks and First Order Optimizers. SIMBig (2021)
Judith Nkechinyere Njoku, Manuel Eugenio Morocho Cayamcela, Wansu Lim
BLER performance evaluation of an enhanced channel autoencoder. Comput. Commun. 176 (2021)
Judith Nkechinyere Njoku, Manuel Eugenio Morocho Cayamcela, Wansu Lim
CGDNet: Efficient Hybrid Deep Learning Model for Robust Automatic Modulation Recognition. IEEE Netw. Lett. 3 (2) (2021)
Paul D. Rosero-Montalvo, Edison A. Fuentes-Hernández, Manuel Eugenio Morocho Cayamcela, Luz Marina Sierra Martínez, Diego Hernán Peluffo-Ordóñez
Addressing the Data Acquisition Paradigm in the Early Detection of Pediatric Foot Deformities. Sensors 21 (13) (2021)
Manuel Eugenio Morocho Cayamcela, Wansu Lim
Accelerating wireless channel autoencoders for short coherence-time communications. J. Commun. Networks 22 (3) (2020)
Manuel Eugenio Morocho Cayamcela, Haeyoung Lee, Wansu Lim
Machine Learning to Improve Multi-Hop Searching and Extended Wireless Reachability in V2X. IEEE Commun. Lett. 24 (7) (2020)
Manuel Eugenio Morocho Cayamcela, Judith Nkechinyere Njoku, Jeonghun Park, Wansu Lim
Learning to Communicate with Autoencoders: Rethinking Wireless Systems with Deep Learning. ICAIIC (2020)
Manuel Eugenio Morocho Cayamcela, Martin Maier, Wansu Lim
Breaking Wireless Propagation Environmental Uncertainty With Deep Learning. IEEE Trans. Wirel. Commun. 19 (8) (2020)
Manuel Eugenio Morocho Cayamcela, Haeyoung Lee, Wansu Lim
Machine Learning for 5G/B5G Mobile and Wireless Communications: Potential, Limitations, and Future Directions. IEEE Access 7 (2019)
Manuel Eugenio Morocho Cayamcela, Wansu Lim
Fine-tuning a pre-trained Convolutional Neural Network Model to translate American Sign Language in Real-time. ICNC (2019)
Manuel Eugenio Morocho Cayamcela, Stephen Ryan Angsanto, Wansu Lim, Angela Caliwag
An artificially structured step-index metasurface for 10GHz leaky waveguides and antennas. WF-IoT (2018)
Manuel Eugenio Morocho Cayamcela, Wansu Lim
Artificial Intelligence in 5G Technology: A Survey. ICTC (2018)