Horacio Rostro-González

Orcid: 0000-0001-7530-9027

According to our database1, Horacio Rostro-González authored at least 35 papers between 2008 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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Bibliography

2024
A Comprehensive Exploration of Unsupervised Classification in Spike Sorting: A Case Study on Macaque Monkey and Human Pancreatic Signals.
Algorithms, June, 2024

Evolutionary Deployment of Central Pattern Generators for Legged Robots Using Nengo.
Proceedings of the New Directions on Hybrid Intelligent Systems Based on Neural Networks, 2024

Enhancing image-based facial expression recognition through muscle activation-based facial feature extraction.
Comput. Vis. Image Underst., 2024

2022
Neuromorphic adaptive spiking CPG towards bio-inspired locomotion.
Neurocomputing, 2022

Embedded system implementation of an evolutionary algorithm for circle detection on programmable devices.
Comput. Electr. Eng., 2022

Classifying Parasitized and Uninfected Malaria Red Blood Cells Using Convolutional-Recurrent Neural Networks.
IEEE Access, 2022

Unsupervised learning of visual representations using delay-weight spike-timing-dependent plasticity.
Proceedings of the International Joint Conference on Neural Networks, 2022

2021
A real-time FPGA-based implementation for detection and sorting of bio-signals.
Neural Comput. Appl., 2021

Neuromorphic adaptive spiking CPG towards bio-inspired locomotion of legged robots.
CoRR, 2021

Biologically-Inspired Legged Robot Locomotion Controlled With a BCI by Means of Cognitive Monitoring.
IEEE Access, 2021

2020
Comparing Evolutionary Artificial Neural Networks from Second and Third Generations for Solving Supervised Classification Problems.
Proceedings of the Intuitionistic and Type-2 Fuzzy Logic Enhancements in Neural and Optimization Algorithms: Theory and Applications, 2020

Direct and Indirect Evolutionary Designs of Artificial Neural Networks.
Proceedings of the Intuitionistic and Type-2 Fuzzy Logic Enhancements in Neural and Optimization Algorithms: Theory and Applications, 2020

Event-driven implementation of deep spiking convolutional neural networks for supervised classification using the SpiNNaker neuromorphic platform.
Neural Networks, 2020

Single Spiking Neuron Multi-Objective Optimization for Pattern Classification.
J. Autom. Mob. Robotics Intell. Syst., 2020

A Methodology for Classifying Search Operators as Intensification or Diversification Heuristics.
Complex., 2020

2019
An Approach of Beans Plant Development Classification Using Fuzzy Logic.
J. Sensors, 2019

Evolutionary Spiking Neural Networks for Solving Supervised Classification Problems.
Comput. Intell. Neurosci., 2019

Application of Fuzzy Logic in the Edge Detection of Real Pieces in Controlled Scenarios.
Proceedings of the Advances in Soft Computing, 2019

2018
Tropical Fruits Classification Using an AlexNet-Type Convolutional Neural Network and Image Augmentation.
Proceedings of the Neural Information Processing - 25th International Conference, 2018

2017
Fast Parabola Detection Using Estimation of Distribution Algorithms.
Comput. Math. Methods Medicine, 2017

Improving EEG-Based Motor Imagery Classification for Real-Time Applications Using the QSA Method.
Comput. Intell. Neurosci., 2017

A FPGA-Based Neuromorphic Locomotion System for Multi-Legged Robots.
IEEE Access, 2017

A SpiNNaker Application: Design, Implementation and Validation of SCPGs.
Proceedings of the Advances in Computational Intelligence, 2017

2016
Quaternion-Based Signal Analysis for Motor Imagery Classification from Electroencephalographic Signals.
Sensors, 2016

Design of Spiking Central Pattern Generators for Multiple Locomotion Gaits in Hexapod Robots by Christiansen Grammar Evolution.
Frontiers Neurorobotics, 2016

Quadrupedal Robot Locomotion: A Biologically Inspired Approach and Its Hardware Implementation.
Comput. Intell. Neurosci., 2016

2015
A CPG system based on spiking neurons for hexapod robot locomotion.
Neurocomputing, 2015

A hierarchical genetic algorithm approach for curve fitting with B-splines.
Genet. Program. Evolvable Mach., 2015

2013
Multiple Active Contours Guided by Differential Evolution for Medical Image Segmentation.
Comput. Math. Methods Medicine, 2013

B-spline Surface Approximation Using Hierarchical Genetic Algorithm.
Proceedings of the Advances in Soft Computing and Its Applications, 2013

Noisy data fitting with B-splines using hierarchical genetic algorithm.
Proceedings of the 23rd International Conference on Electronics, 2013

2012
Versatile FPGA-based locomotion platform for legged robots.
Proceedings of the 2012 International Conference on Reconfigurable Computing and FPGAs, 2012

An FPGA-based approach for parameter estimation in spiking neural networks.
Proceedings of the 2012 IEEE International Symposium on Circuits and Systems, 2012

2011
Computing with spikes, architecture, properties and implementation of emerging paradigms.
PhD thesis, 2011

2008
To which extend is the "neural code" a metric ?
CoRR, 2008


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